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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154488  45.124%  (98.053% of non-spam corpus)
# Correctly spam:      72713  21.239%  (39.345% of spam corpus)
# False positives:      3068  0.896%  (1.947% of nonspam, 108269 weighted)
# False negatives:    112095  32.741%  (60.655% of spam, 245372 weighted)
# Average score for spam:  7.5    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              342364  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19409  97.87%
# Correctly spam:       9294  40.07%
# False positives:       422  2.13%
# False negatives:     13900  59.93%
# TCR(l=50): 0.662686  SpamRecall: 40.071%  SpamPrec: 95.657%

##### 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: 154178  97.86%
# Correctly spam:      45772  24.77%
# False positives:      3378  2.14%
# False negatives:    139036  75.23%
# TCR(l=50): 0.600151  SpamRecall: 24.767%  SpamPrec: 93.127%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19432  97.99%
# Correctly spam:       5876  25.33%
# False positives:       399  2.01%
# False negatives:     17318  74.67%
# TCR(l=50): 0.622357  SpamRecall: 25.334%  SpamPrec: 93.641%