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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 170859  15.172%  (98.967% of non-spam corpus)
# Correctly spam:     450587  40.010%  (47.254% of spam corpus)
# False positives:      1784  0.158%  (1.033% of nonspam, 598151 weighted)
# False negatives:    502953  44.660%  (52.746% of spam, 1107992 weighted)
# Average score for spam:  5.8    nonspam: 0.4
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              1126183  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21475  98.89%
# Correctly spam:      56456  47.41%
# False positives:       242  1.11%
# False negatives:     62625  52.59%
# TCR(l=50): 1.593590  SpamRecall: 47.410%  SpamPrec: 99.573%

##### 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: 172285  99.79%
# Correctly spam:      67169  7.04%
# False positives:       358  0.21%
# False negatives:    886371  92.96%
# TCR(l=50): 1.054485  SpamRecall: 7.044%  SpamPrec: 99.470%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21678  99.82%
# Correctly spam:       8346  7.01%
# False positives:        39  0.18%
# False negatives:    110735  92.99%
# TCR(l=50): 1.056760  SpamRecall: 7.009%  SpamPrec: 99.535%