Run
6069575

Run 6069575

Task 43 (Supervised Classification) spambase Uploaded 11-08-2017 by Miguel Cachada
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Flow

weka.J48(38)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(38)_C0.25
weka.J48(38)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9458
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8472
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3751.0753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0918
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9272
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9272
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2572
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5263
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1812.0561
UserCPU time millis
230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
230
Cross-validation details (10-fold Crossvalidation)