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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 277202  47.943%  (99.277% of non-spam corpus)
# Correctly spam:     232633  40.235%  (77.813% of spam corpus)
# False positives:      2020  0.349%  (0.723% of nonspam, 137764 weighted)
# False negatives:     66333  11.473%  (22.187% of spam, 134247 weighted)
# Average score for spam:  14.9    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 2.0
# TOTAL:              578188  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34639  99.16%
# Correctly spam:      29298  78.51%
# False positives:       294  0.84%
# False negatives:      8020  21.49%
# TCR(l=50): 1.642518  SpamRecall: 78.509%  SpamPrec: 99.006%

##### 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: 276395  98.99%
# Correctly spam:     158518  53.02%
# False positives:      2827  1.01%
# False negatives:    140448  46.98%
# TCR(l=50): 1.060923  SpamRecall: 53.022%  SpamPrec: 98.248%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34583  99.00%
# Correctly spam:      19897  53.32%
# False positives:       350  1.00%
# False negatives:     17421  46.68%
# TCR(l=50): 1.068641  SpamRecall: 53.317%  SpamPrec: 98.271%