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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 542336  47.051%  (99.893% of non-spam corpus)
# Correctly spam:     559906  48.575%  (91.826% of spam corpus)
# False positives:       579  0.050%  (0.107% of nonspam,  42533 weighted)
# False negatives:     49843  4.324%  (8.174% of spam,  98158 weighted)
# Average score for spam:  15.8    nonspam: -2.2
# Average for false-pos:   6.5  false-neg: 2.0
# TOTAL:              1152664  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67734  99.91%
# Correctly spam:      70037  91.93%
# False positives:        64  0.09%
# False negatives:      6147  8.07%
# TCR(l=50): 8.150637  SpamRecall: 91.931%  SpamPrec: 99.909%

##### 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: 540960  99.64%
# Correctly spam:     475409  77.97%
# False positives:      1955  0.36%
# False negatives:    134340  22.03%
# TCR(l=50): 2.627209  SpamRecall: 77.968%  SpamPrec: 99.590%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67560  99.65%
# Correctly spam:      59432  78.01%
# False positives:       238  0.35%
# False negatives:     16752  21.99%
# TCR(l=50): 2.658942  SpamRecall: 78.011%  SpamPrec: 99.601%