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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 261953  28.175%  (96.957% of non-spam corpus)
# Correctly spam:     562496  60.501%  (85.283% of spam corpus)
# False positives:      8222  0.884%  (3.043% of nonspam, 1609374 weighted)
# False negatives:     97066  10.440%  (14.717% of spam, 215221 weighted)
# Average score for spam:  14.7    nonspam: -0.2
# Average for false-pos:   8.0  false-neg: 2.2
# TOTAL:              929737  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32716  96.86%
# Correctly spam:      70292  85.45%
# False positives:      1061  3.14%
# False negatives:     11972  14.55%
# TCR(l=50): 1.265172  SpamRecall: 85.447%  SpamPrec: 98.513%

##### 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: 265793  98.38%
# Correctly spam:     399423  60.56%
# False positives:      4382  1.62%
# False negatives:    260139  39.44%
# TCR(l=50): 1.376269  SpamRecall: 60.559%  SpamPrec: 98.915%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33204  98.30%
# Correctly spam:      49873  60.63%
# False positives:       573  1.70%
# False negatives:     32391  39.37%
# TCR(l=50): 1.347684  SpamRecall: 60.626%  SpamPrec: 98.864%