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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151360  45.469%  (99.662% of non-spam corpus)
# Correctly spam:     109712  32.958%  (60.610% of spam corpus)
# False positives:       513  0.154%  (0.338% of nonspam,  36370 weighted)
# False negatives:     71300  21.419%  (39.390% of spam, 143952 weighted)
# Average score for spam:  9.4    nonspam: -0.1
# Average for false-pos:   5.9  false-neg: 2.0
# TOTAL:              332885  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19038  99.64%
# Correctly spam:      13706  60.29%
# False positives:        68  0.36%
# False negatives:      9026  39.71%
# TCR(l=50): 1.829390  SpamRecall: 60.294%  SpamPrec: 99.506%

##### 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: 151636  99.84%
# Correctly spam:      71514  39.51%
# False positives:       237  0.16%
# False negatives:    109498  60.49%
# TCR(l=50): 1.491677  SpamRecall: 39.508%  SpamPrec: 99.670%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19066  99.79%
# Correctly spam:       8914  39.21%
# False positives:        40  0.21%
# False negatives:     13818  60.79%
# TCR(l=50): 1.437097  SpamRecall: 39.213%  SpamPrec: 99.553%