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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143925  10.611%  (93.891% of non-spam corpus)
# Correctly spam:     1084570  79.961%  (90.149% of spam corpus)
# False positives:      9365  0.690%  (6.109% of nonspam, 2250428 weighted)
# False negatives:    118514  8.738%  (9.851% of spam, 288032 weighted)
# Average score for spam:  9.8    nonspam: 1.0
# Average for false-pos:   6.1  false-neg: 2.4
# TOTAL:              1356374  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18123  93.99%
# Correctly spam:     135643  90.26%
# False positives:      1159  6.01%
# False negatives:     14637  9.74%
# TCR(l=50): 2.070343  SpamRecall: 90.260%  SpamPrec: 99.153%

##### 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: 145042  94.62%
# Correctly spam:      71702  5.96%
# False positives:      8248  5.38%
# False negatives:    1131382  94.04%
# TCR(l=50): 0.779310  SpamRecall: 5.960%  SpamPrec: 89.684%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18279  94.80%
# Correctly spam:       8861  5.90%
# False positives:      1003  5.20%
# False negatives:    141419  94.10%
# TCR(l=50): 0.784469  SpamRecall: 5.896%  SpamPrec: 89.832%