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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 198302  15.292%  (97.675% of non-spam corpus)
# Correctly spam:     640454  49.388%  (58.555% of spam corpus)
# False positives:      4720  0.364%  (2.325% of nonspam, 739861 weighted)
# False negatives:    453312  34.957%  (41.445% of spam, 1138037 weighted)
# Average score for spam:  5.7    nonspam: 1.2
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              1296788  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24816  97.74%
# Correctly spam:      80245  58.80%
# False positives:       574  2.26%
# False negatives:     56220  41.20%
# TCR(l=50): 1.606983  SpamRecall: 58.803%  SpamPrec: 99.290%

##### 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: 198502  97.77%
# Correctly spam:     517967  47.36%
# False positives:      4520  2.23%
# False negatives:    575799  52.64%
# TCR(l=50): 1.364140  SpamRecall: 47.356%  SpamPrec: 99.135%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24837  97.82%
# Correctly spam:      64869  47.54%
# False positives:       553  2.18%
# False negatives:     71596  52.46%
# TCR(l=50): 1.375018  SpamRecall: 47.535%  SpamPrec: 99.155%