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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 200482  29.913%  (99.691% of non-spam corpus)
# Correctly spam:     324729  48.451%  (69.220% of spam corpus)
# False positives:       622  0.093%  (0.309% of nonspam,  87310 weighted)
# False negatives:    144395  21.544%  (30.780% of spam, 406895 weighted)
# Average score for spam:  7.5    nonspam: -0.7
# Average for false-pos:   6.0  false-neg: 2.8
# TOTAL:              670228  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25087  99.76%
# Correctly spam:      40620  69.39%
# False positives:        61  0.24%
# False negatives:     17920  30.61%
# TCR(l=50): 2.791607  SpamRecall: 69.388%  SpamPrec: 99.850%

##### 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: 200727  99.81%
# Correctly spam:     124894  26.62%
# False positives:       377  0.19%
# False negatives:    344230  73.38%
# TCR(l=50): 1.292068  SpamRecall: 26.623%  SpamPrec: 99.699%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25105  99.83%
# Correctly spam:      15675  26.78%
# False positives:        43  0.17%
# False negatives:     42865  73.22%
# TCR(l=50): 1.300455  SpamRecall: 26.777%  SpamPrec: 99.726%