Run
169044

Run 169044

Task 243 (Supervised Classification) breast-cancer Uploaded 20-02-2015 by Jan van Rijn
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Flow

weka.J48(28)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(28)_C0.25
weka.J48(28)_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
0.6376
Per class
Cross-validation details (33% Holdout set)
F measure
0.6843
Per class
Cross-validation details (33% Holdout set)
Kappa
0.2786
Cross-validation details (33% Holdout set)
KB relative information score
18.6971
Cross-validation details (33% Holdout set)
Mean absolute error
0.3554
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4357
Cross-validation details (33% Holdout set)
Number of instances
94
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.7
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7128
Cross-validation details (33% Holdout set)
Prior entropy
0.8796
Cross-validation details (33% Holdout set)
Recall
0.7128
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.8156
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4757
Cross-validation details (33% Holdout set)
Root mean squared error
0.4652
Cross-validation details (33% Holdout set)
Root relative squared error
0.978
Cross-validation details (33% Holdout set)
SciMark benchmark
1054.3694