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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 121983  48.477%  (97.447% of non-spam corpus)
# Correctly spam:      93075  36.989%  (73.606% of spam corpus)
# False positives:      3196  1.270%  (2.553% of nonspam,  94954 weighted)
# False negatives:     33376  13.264%  (26.394% of spam,  88712 weighted)
# Average score for spam:  9.0    nonspam: 1.0
# Average for false-pos:   5.9  false-neg: 2.7
# TOTAL:              251630  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15247  97.12%
# Correctly spam:      11794  74.29%
# False positives:       452  2.88%
# False negatives:      4081  25.71%
# TCR(l=50): 0.594993  SpamRecall: 74.293%  SpamPrec: 96.309%

##### 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: 121616  97.15%
# Correctly spam:      62629  49.53%
# False positives:      3563  2.85%
# False negatives:     63822  50.47%
# TCR(l=50): 0.522585  SpamRecall: 49.528%  SpamPrec: 94.617%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15223  96.97%
# Correctly spam:       7857  49.49%
# False positives:       476  3.03%
# False negatives:      8018  50.51%
# TCR(l=50): 0.498931  SpamRecall: 49.493%  SpamPrec: 94.288%