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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152879  41.255%  (96.801% of non-spam corpus)
# Correctly spam:     139686  37.695%  (65.691% of spam corpus)
# False positives:      5052  1.363%  (3.199% of nonspam, 206714 weighted)
# False negatives:     72954  19.687%  (34.309% of spam, 197365 weighted)
# Average score for spam:  10.3    nonspam: 1.3
# Average for false-pos:   6.1  false-neg: 2.7
# TOTAL:              370571  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19259  96.81%
# Correctly spam:      17600  66.15%
# False positives:       634  3.19%
# False negatives:      9008  33.85%
# TCR(l=50): 0.653631  SpamRecall: 66.146%  SpamPrec: 96.523%

##### 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: 153246  97.03%
# Correctly spam:      83698  39.36%
# False positives:      4685  2.97%
# False negatives:    128942  60.64%
# TCR(l=50): 0.585475  SpamRecall: 39.361%  SpamPrec: 94.699%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19321  97.12%
# Correctly spam:      10575  39.74%
# False positives:       572  2.88%
# False negatives:     16033  60.26%
# TCR(l=50): 0.596151  SpamRecall: 39.744%  SpamPrec: 94.869%