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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 153084  53.255%  (99.114% of non-spam corpus)
# Correctly spam:     107709  37.470%  (80.982% of spam corpus)
# False positives:      1369  0.476%  (0.886% of nonspam,  74486 weighted)
# False negatives:     25294  8.799%  (19.018% of spam,  54603 weighted)
# Average score for spam:  12.2    nonspam: -0.7
# Average for false-pos:   6.3  false-neg: 2.2
# TOTAL:              287456  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19276  99.21%
# Correctly spam:      13528  81.10%
# False positives:       153  0.79%
# False negatives:      3152  18.90%
# TCR(l=50): 1.544158  SpamRecall: 81.103%  SpamPrec: 98.882%

##### 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: 153854  99.61%
# Correctly spam:      67529  50.77%
# False positives:       599  0.39%
# False negatives:     65474  49.23%
# TCR(l=50): 1.393811  SpamRecall: 50.773%  SpamPrec: 99.121%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19382  99.76%
# Correctly spam:       8414  50.44%
# False positives:        47  0.24%
# False negatives:      8266  49.56%
# TCR(l=50): 1.571213  SpamRecall: 50.444%  SpamPrec: 99.445%