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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165342  48.246%  (99.150% of non-spam corpus)
# Correctly spam:     132166  38.566%  (75.117% of spam corpus)
# False positives:      1417  0.413%  (0.850% of nonspam,  92938 weighted)
# False negatives:     43780  12.775%  (24.883% of spam, 102256 weighted)
# Average score for spam:  12.3    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              342705  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20797  99.02%
# Correctly spam:      16701  75.51%
# False positives:       206  0.98%
# False negatives:      5418  24.49%
# TCR(l=50): 1.407240  SpamRecall: 75.505%  SpamPrec: 98.782%

##### 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: 166099  99.60%
# Correctly spam:      99977  56.82%
# False positives:       660  0.40%
# False negatives:     75969  43.18%
# TCR(l=50): 1.614643  SpamRecall: 56.823%  SpamPrec: 99.344%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20905  99.53%
# Correctly spam:      12614  57.03%
# False positives:        98  0.47%
# False negatives:      9505  42.97%
# TCR(l=50): 1.535509  SpamRecall: 57.028%  SpamPrec: 99.229%