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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 227849  34.247%  (98.590% of non-spam corpus)
# Correctly spam:     301601  45.332%  (69.460% of spam corpus)
# False positives:      3258  0.490%  (1.410% of nonspam, 182374 weighted)
# False negatives:    132605  19.931%  (30.540% of spam, 341262 weighted)
# Average score for spam:  8.3    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              665313  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28621  98.87%
# Correctly spam:      37189  68.71%
# False positives:       326  1.13%
# False negatives:     16935  31.29%
# TCR(l=50): 1.628524  SpamRecall: 68.711%  SpamPrec: 99.131%

##### 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: 223362  96.65%
# Correctly spam:     162396  37.40%
# False positives:      7745  3.35%
# False negatives:    271810  62.60%
# TCR(l=50): 0.658826  SpamRecall: 37.401%  SpamPrec: 95.448%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28002  96.74%
# Correctly spam:      20469  37.82%
# False positives:       945  3.26%
# False negatives:     33655  62.18%
# TCR(l=50): 0.668982  SpamRecall: 37.819%  SpamPrec: 95.587%
