Run
6069512

Run 6069512

Task 31 (Supervised Classification) credit-g 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
0.6398
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6969
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2584
Cross-validation details (10-fold Crossvalidation)
KB relative information score
161.0546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3443
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.709
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.709
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8195
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4789
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0451
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1802.5661
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)