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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 187662  38.149%  (99.367% of non-spam corpus)
# Correctly spam:      89392  18.172%  (29.496% of spam corpus)
# False positives:      1196  0.243%  (0.633% of nonspam,  58043 weighted)
# False negatives:    213673  43.436%  (70.504% of spam, 477171 weighted)
# Average score for spam:  3.9    nonspam: 0.8
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              491923  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23360  98.57%
# Correctly spam:      11249  29.73%
# False positives:       339  1.43%
# False negatives:     26585  70.27%
# TCR(l=50): 0.869048  SpamRecall: 29.733%  SpamPrec: 97.075%

##### 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: 185225  98.08%
# Correctly spam:      29427  9.71%
# False positives:      3633  1.92%
# False negatives:    273638  90.29%
# TCR(l=50): 0.665656  SpamRecall: 9.710%  SpamPrec: 89.011%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23287  98.26%
# Correctly spam:       3639  9.62%
# False positives:       412  1.74%
# False negatives:     34195  90.38%
# TCR(l=50): 0.690464  SpamRecall: 9.618%  SpamPrec: 89.830%
