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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 192396  46.770%  (96.366% of non-spam corpus)
# Correctly spam:     111081  27.003%  (52.467% of spam corpus)
# False positives:      7256  1.764%  (3.634% of nonspam, 239501 weighted)
# False negatives:    100636  24.464%  (47.533% of spam, 247088 weighted)
# Average score for spam:  9.6    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              411369  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24030  96.28%
# Correctly spam:      13966  52.73%
# False positives:       929  3.72%
# False negatives:     12522  47.27%
# TCR(l=50): 0.449162  SpamRecall: 52.726%  SpamPrec: 93.763%

##### 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: 193769  97.05%
# Correctly spam:      48339  22.83%
# False positives:      5883  2.95%
# False negatives:    163378  77.17%
# TCR(l=50): 0.462741  SpamRecall: 22.832%  SpamPrec: 89.150%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24216  97.02%
# Correctly spam:       6011  22.69%
# False positives:       743  2.98%
# False negatives:     20477  77.31%
# TCR(l=50): 0.459646  SpamRecall: 22.693%  SpamPrec: 88.999%