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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 578444  50.140%  (99.907% of non-spam corpus)
# Correctly spam:     520806  45.144%  (90.624% of spam corpus)
# False positives:       536  0.046%  (0.093% of nonspam,  35108 weighted)
# False negatives:     53881  4.670%  (9.376% of spam, 103079 weighted)
# Average score for spam:  16.6    nonspam: -2.3
# Average for false-pos:   6.6  false-neg: 1.9
# TOTAL:              1153667  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  72161  99.88%
# Correctly spam:      64845  90.43%
# False positives:        88  0.12%
# False negatives:      6862  9.57%
# TCR(l=50): 6.367164  SpamRecall: 90.431%  SpamPrec: 99.864%

##### 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: 577096  99.67%
# Correctly spam:     348816  60.70%
# False positives:      1884  0.33%
# False negatives:    225871  39.30%
# TCR(l=50): 1.795498  SpamRecall: 60.697%  SpamPrec: 99.463%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  72020  99.68%
# Correctly spam:      43257  60.32%
# False positives:       229  0.32%
# False negatives:     28450  39.68%
# TCR(l=50): 1.797168  SpamRecall: 60.325%  SpamPrec: 99.473%