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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142781  20.203%  (96.916% of non-spam corpus)
# Correctly spam:     169181  23.939%  (30.243% of spam corpus)
# False positives:      4543  0.643%  (3.084% of nonspam, 516749 weighted)
# False negatives:    390225  55.216%  (69.757% of spam, 1238312 weighted)
# Average score for spam:  4.7    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.2
# TOTAL:              706730  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17873  96.63%
# Correctly spam:      21381  30.60%
# False positives:       624  3.37%
# False negatives:     48497  69.40%
# TCR(l=50): 0.876796  SpamRecall: 30.598%  SpamPrec: 97.164%

##### 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: 142139  96.48%
# Correctly spam:     128609  22.99%
# False positives:      5185  3.52%
# False negatives:    430797  77.01%
# TCR(l=50): 0.810678  SpamRecall: 22.990%  SpamPrec: 96.125%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17861  96.56%
# Correctly spam:      16254  23.26%
# False positives:       636  3.44%
# False negatives:     53624  76.74%
# TCR(l=50): 0.818014  SpamRecall: 23.261%  SpamPrec: 96.234%