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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177169  54.784%  (99.220% of non-spam corpus)
# Correctly spam:      88663  27.416%  (61.216% of spam corpus)
# False positives:      1392  0.430%  (0.780% of nonspam,  71898 weighted)
# False negatives:     56174  17.370%  (38.784% of spam, 150544 weighted)
# Average score for spam:  7.9    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              323398  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22257  99.22%
# Correctly spam:      11050  60.83%
# False positives:       175  0.78%
# False negatives:      7116  39.17%
# TCR(l=50): 1.144964  SpamRecall: 60.828%  SpamPrec: 98.441%

##### 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: 177657  99.49%
# Correctly spam:      70830  48.90%
# False positives:       904  0.51%
# False negatives:     74007  51.10%
# TCR(l=50): 1.215004  SpamRecall: 48.903%  SpamPrec: 98.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22307  99.44%
# Correctly spam:       8801  48.45%
# False positives:       125  0.56%
# False negatives:      9365  51.55%
# TCR(l=50): 1.163369  SpamRecall: 48.448%  SpamPrec: 98.600%