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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169263  44.800%  (99.554% of non-spam corpus)
# Correctly spam:     126495  33.480%  (60.873% of spam corpus)
# False positives:       758  0.201%  (0.446% of nonspam,  54494 weighted)
# False negatives:     81307  21.520%  (39.127% of spam, 149302 weighted)
# Average score for spam:  7.9    nonspam: -0.0
# Average for false-pos:   5.9  false-neg: 1.8
# TOTAL:              377823  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21323  99.58%
# Correctly spam:      15876  60.98%
# False positives:        90  0.42%
# False negatives:     10158  39.02%
# TCR(l=50): 1.776095  SpamRecall: 60.982%  SpamPrec: 99.436%

##### 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: 169590  99.75%
# Correctly spam:      70851  34.10%
# False positives:       431  0.25%
# False negatives:    136951  65.90%
# TCR(l=50): 1.311045  SpamRecall: 34.095%  SpamPrec: 99.395%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21358  99.74%
# Correctly spam:       8869  34.07%
# False positives:        55  0.26%
# False negatives:     17165  65.93%
# TCR(l=50): 1.307256  SpamRecall: 34.067%  SpamPrec: 99.384%