Run
549192

Run 549192

Task 3977 (Supervised Classification) AP_Colon_Omentum Uploaded 08-04-2016 by Jan van Rijn
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.25
weka.J48(33)_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
0.917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9141
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7505
Cross-validation details (10-fold Crossvalidation)
KB relative information score
251.2986
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0886
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3352
Cross-validation details (10-fold Crossvalidation)
Number of instances
363
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.10.1.el7.x86_64]
Precision
0.9188
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7485
Cross-validation details (10-fold Crossvalidation)
Recall
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2642
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4088
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2919
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7139
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1380.7468
UserCPU time millis
2420
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2400
Cross-validation details (10-fold Crossvalidation)