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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 193783  31.329%  (99.088% of non-spam corpus)
# Correctly spam:     359378  58.100%  (84.963% of spam corpus)
# False positives:      1783  0.288%  (0.912% of nonspam, 278809 weighted)
# False negatives:     63606  10.283%  (15.037% of spam, 110664 weighted)
# Average score for spam:  15.2    nonspam: -0.5
# Average for false-pos:   7.2  false-neg: 1.7
# TOTAL:              618550  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24228  99.04%
# Correctly spam:      44756  84.94%
# False positives:       236  0.96%
# False negatives:      7933  15.06%
# TCR(l=50): 2.670096  SpamRecall: 84.944%  SpamPrec: 99.475%

##### 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: 193032  98.70%
# Correctly spam:     268721  63.53%
# False positives:      2534  1.30%
# False negatives:    154263  36.47%
# TCR(l=50): 1.505479  SpamRecall: 63.530%  SpamPrec: 99.066%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24145  98.70%
# Correctly spam:      33524  63.63%
# False positives:       319  1.30%
# False negatives:     19165  36.37%
# TCR(l=50): 1.500470  SpamRecall: 63.626%  SpamPrec: 99.057%