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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 307928  43.839%  (99.161% of non-spam corpus)
# Correctly spam:     193090  27.490%  (49.274% of spam corpus)
# False positives:      2606  0.371%  (0.839% of nonspam,  98292 weighted)
# False negatives:    198776  28.300%  (50.726% of spam, 485394 weighted)
# Average score for spam:  5.6    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.4
# TOTAL:              702400  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38372  99.05%
# Correctly spam:      24312  49.74%
# False positives:       368  0.95%
# False negatives:     24564  50.26%
# TCR(l=50): 1.137604  SpamRecall: 49.742%  SpamPrec: 98.509%

##### 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: 303240  97.65%
# Correctly spam:     115138  29.38%
# False positives:      7294  2.35%
# False negatives:    276728  70.62%
# TCR(l=50): 0.610927  SpamRecall: 29.382%  SpamPrec: 94.042%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  37819  97.62%
# Correctly spam:      14440  29.54%
# False positives:       921  2.38%
# False negatives:     34436  70.46%
# TCR(l=50): 0.607261  SpamRecall: 29.544%  SpamPrec: 94.004%