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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 277056  53.217%  (99.538% of non-spam corpus)
# Correctly spam:     196103  37.668%  (80.944% of spam corpus)
# False positives:      1285  0.247%  (0.462% of nonspam,  99536 weighted)
# False negatives:     46167  8.868%  (19.056% of spam,  93959 weighted)
# Average score for spam:  15.2    nonspam: -0.8
# Average for false-pos:   8.9  false-neg: 2.0
# TOTAL:              520611  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34644  99.52%
# Correctly spam:      24622  81.22%
# False positives:       168  0.48%
# False negatives:      5692  18.78%
# TCR(l=50): 2.151150  SpamRecall: 81.223%  SpamPrec: 99.322%

##### 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: 277339  99.64%
# Correctly spam:     157422  64.98%
# False positives:      1002  0.36%
# False negatives:     84848  35.02%
# TCR(l=50): 1.795284  SpamRecall: 64.978%  SpamPrec: 99.368%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34673  99.60%
# Correctly spam:      19772  65.22%
# False positives:       139  0.40%
# False negatives:     10542  34.78%
# TCR(l=50): 1.733021  SpamRecall: 65.224%  SpamPrec: 99.302%