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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 170847  15.171%  (98.965% of non-spam corpus)
# Correctly spam:     457276  40.605%  (47.956% of spam corpus)
# False positives:      1786  0.159%  (1.035% of nonspam, 597353 weighted)
# False negatives:    496258  44.066%  (52.044% of spam, 1075230 weighted)
# Average score for spam:  5.8    nonspam: 0.4
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              1126167  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21469  98.86%
# Correctly spam:      57152  47.99%
# False positives:       247  1.14%
# False negatives:     61928  52.01%
# TCR(l=50): 1.603166  SpamRecall: 47.995%  SpamPrec: 99.570%

##### 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: 172266  99.79%
# Correctly spam:      67137  7.04%
# False positives:       367  0.21%
# False negatives:    886397  92.96%
# TCR(l=50): 1.053923  SpamRecall: 7.041%  SpamPrec: 99.456%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21671  99.79%
# Correctly spam:       8275  6.95%
# False positives:        45  0.21%
# False negatives:    110805  93.05%
# TCR(l=50): 1.053293  SpamRecall: 6.949%  SpamPrec: 99.459%
