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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151486  29.859%  (97.901% of non-spam corpus)
# Correctly spam:     137542  27.111%  (39.008% of spam corpus)
# False positives:      3248  0.640%  (2.099% of nonspam, 222091 weighted)
# False negatives:    215058  42.390%  (60.992% of spam, 647082 weighted)
# Average score for spam:  6.6    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 3.0
# TOTAL:              507334  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19076  97.98%
# Correctly spam:      17107  38.91%
# False positives:       394  2.02%
# False negatives:     26854  61.09%
# TCR(l=50): 0.944301  SpamRecall: 38.914%  SpamPrec: 97.749%

##### 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: 151034  97.61%
# Correctly spam:      78710  22.32%
# False positives:      3700  2.39%
# False negatives:    273890  77.68%
# TCR(l=50): 0.768376  SpamRecall: 22.323%  SpamPrec: 95.510%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19037  97.78%
# Correctly spam:       9719  22.11%
# False positives:       433  2.22%
# False negatives:     34242  77.89%
# TCR(l=50): 0.786535  SpamRecall: 22.108%  SpamPrec: 95.735%