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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 193718  47.885%  (99.417% of non-spam corpus)
# Correctly spam:     191150  47.250%  (91.156% of spam corpus)
# False positives:      1136  0.281%  (0.583% of nonspam,  74989 weighted)
# False negatives:     18546  4.584%  (8.844% of spam,  40857 weighted)
# Average score for spam:  16.2    nonspam: -2.5
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              404550  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24276  99.51%
# Correctly spam:      23898  91.08%
# False positives:       119  0.49%
# False negatives:      2341  8.92%
# TCR(l=50): 3.164757  SpamRecall: 91.078%  SpamPrec: 99.505%

##### 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: 193690  99.40%
# Correctly spam:     164547  78.47%
# False positives:      1164  0.60%
# False negatives:     45149  21.53%
# TCR(l=50): 2.029009  SpamRecall: 78.469%  SpamPrec: 99.298%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24241  99.37%
# Correctly spam:      20532  78.25%
# False positives:       154  0.63%
# False negatives:      5707  21.75%
# TCR(l=50): 1.957112  SpamRecall: 78.250%  SpamPrec: 99.256%