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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 148907  24.935%  (95.956% of non-spam corpus)
# Correctly spam:     293084  49.079%  (66.310% of spam corpus)
# False positives:      6275  1.051%  (4.044% of nonspam, 558449 weighted)
# False negatives:    148907  24.935%  (33.690% of spam, 328038 weighted)
# Average score for spam:  16.4    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              597173  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18728  95.89%
# Correctly spam:      36753  66.70%
# False positives:       802  4.11%
# False negatives:     18351  33.30%
# TCR(l=50): 0.942738  SpamRecall: 66.698%  SpamPrec: 97.864%

##### 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: 149753  96.50%
# Correctly spam:     192458  43.54%
# False positives:      5429  3.50%
# False negatives:    249533  56.46%
# TCR(l=50): 0.848379  SpamRecall: 43.543%  SpamPrec: 97.257%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18850  96.52%
# Correctly spam:      23997  43.55%
# False positives:       680  3.48%
# False negatives:     31107  56.45%
# TCR(l=50): 0.846361  SpamRecall: 43.549%  SpamPrec: 97.244%