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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 187122  46.470%  (99.164% of non-spam corpus)
# Correctly spam:     176245  43.769%  (82.368% of spam corpus)
# False positives:      1578  0.392%  (0.836% of nonspam, 114941 weighted)
# False negatives:     37727  9.369%  (17.632% of spam, 100753 weighted)
# Average score for spam:  11.8    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              402672  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23498  99.21%
# Correctly spam:      22060  82.32%
# False positives:       187  0.79%
# False negatives:      4739  17.68%
# TCR(l=50): 1.902122  SpamRecall: 82.317%  SpamPrec: 99.159%

##### 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: 187843  99.55%
# Correctly spam:     142975  66.82%
# False positives:       857  0.45%
# False negatives:     70997  33.18%
# TCR(l=50): 1.879470  SpamRecall: 66.819%  SpamPrec: 99.404%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23583  99.57%
# Correctly spam:      17896  66.78%
# False positives:       102  0.43%
# False negatives:      8903  33.22%
# TCR(l=50): 1.913804  SpamRecall: 66.779%  SpamPrec: 99.433%