##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 444417  61.851%  (99.206% of non-spam corpus)
# Correctly spam:     189672  26.397%  (70.104% of spam corpus)
# False positives:      3555  0.495%  (0.794% of nonspam,  69060 weighted)
# False negatives:     80885  11.257%  (29.896% of spam, 146069 weighted)
# Average score for spam:  7.0    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 1.8
# TOTAL:              718529  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55429  99.24%
# Correctly spam:      22081  65.28%
# False positives:       424  0.76%
# False negatives:     11745  34.72%
# TCR(l=50): 1.026742  SpamRecall: 65.278%  SpamPrec: 98.116%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 436209  97.37%
# Correctly spam:     127759  47.22%
# False positives:     11763  2.63%
# False negatives:    142798  52.78%
# TCR(l=50): 0.370145  SpamRecall: 47.221%  SpamPrec: 91.569%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54357  97.32%
# Correctly spam:      15765  46.61%
# False positives:      1496  2.68%
# False negatives:     18061  53.39%
# TCR(l=50): 0.364265  SpamRecall: 46.606%  SpamPrec: 91.333%