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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 434861  80.794%  (99.326% of non-spam corpus)
# Correctly spam:      61533  11.432%  (61.276% of spam corpus)
# False positives:      2952  0.548%  (0.674% of nonspam,  43357 weighted)
# False negatives:     38887  7.225%  (38.724% of spam,  64271 weighted)
# Average score for spam:  7.0    nonspam: -1.5
# Average for false-pos:   6.4  false-neg: 1.7
# TOTAL:              538233  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54261  99.39%
# Correctly spam:       7726  60.90%
# False positives:       332  0.61%
# False negatives:      4961  39.10%
# TCR(l=50): 0.588424  SpamRecall: 60.897%  SpamPrec: 95.880%

##### 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: 436003  99.59%
# Correctly spam:      20755  20.67%
# False positives:      1810  0.41%
# False negatives:     79665  79.33%
# TCR(l=50): 0.590133  SpamRecall: 20.668%  SpamPrec: 91.979%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54399  99.64%
# Correctly spam:       2584  20.37%
# False positives:       194  0.36%
# False negatives:     10103  79.63%
# TCR(l=50): 0.640661  SpamRecall: 20.367%  SpamPrec: 93.017%