Run
549204

Run 549204

Task 3987 (Supervised Classification) AP_Colon_Ovary 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
0.891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8924
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7771
Cross-validation details (10-fold Crossvalidation)
KB relative information score
374.8551
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1074
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4835
Cross-validation details (10-fold Crossvalidation)
Number of instances
484
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
0.8923
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9762
Cross-validation details (10-fold Crossvalidation)
Recall
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2221
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6642
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1057.8258
UserCPU time millis
3230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3210
Cross-validation details (10-fold Crossvalidation)