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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158736  37.803%  (97.664% of non-spam corpus)
# Correctly spam:     232088  55.272%  (90.177% of spam corpus)
# False positives:      3796  0.904%  (2.336% of nonspam, 199783 weighted)
# False negatives:     25280  6.020%  (9.823% of spam,  60617 weighted)
# Average score for spam:  12.8    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.4
# TOTAL:              419900  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19978  97.50%
# Correctly spam:      28926  90.00%
# False positives:       513  2.50%
# False negatives:      3214  10.00%
# TCR(l=50): 1.113498  SpamRecall: 90.000%  SpamPrec: 98.257%

##### 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: 160562  98.79%
# Correctly spam:     171977  66.82%
# False positives:      1970  1.21%
# False negatives:     85391  33.18%
# TCR(l=50): 1.399568  SpamRecall: 66.821%  SpamPrec: 98.867%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20213  98.64%
# Correctly spam:      21361  66.46%
# False positives:       278  1.36%
# False negatives:     10779  33.54%
# TCR(l=50): 1.302322  SpamRecall: 66.462%  SpamPrec: 98.715%