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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 166992  16.351%  (98.921% of non-spam corpus)
# Correctly spam:     311521  30.503%  (36.544% of spam corpus)
# False positives:      1821  0.178%  (1.079% of nonspam, 520162 weighted)
# False negatives:    540933  52.967%  (63.456% of spam, 1456297 weighted)
# Average score for spam:  5.2    nonspam: 0.5
# Average for false-pos:   5.7  false-neg: 2.7
# TOTAL:              1021267  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21034  98.92%
# Correctly spam:      38743  36.44%
# False positives:       230  1.08%
# False negatives:     67588  63.56%
# TCR(l=50): 1.344464  SpamRecall: 36.436%  SpamPrec: 99.410%

##### 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: 168512  99.82%
# Correctly spam:      49046  5.75%
# False positives:       301  0.18%
# False negatives:    803408  94.25%
# TCR(l=50): 1.041537  SpamRecall: 5.754%  SpamPrec: 99.390%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21222  99.80%
# Correctly spam:       6008  5.65%
# False positives:        42  0.20%
# False negatives:    100323  94.35%
# TCR(l=50): 1.038155  SpamRecall: 5.650%  SpamPrec: 99.306%