Run
169254

Run 169254

Task 2922 (Supervised Classification) lung-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
0.795
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7982
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.486
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
134.4252
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2234
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4099
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
320
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.7978
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8063
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.874
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8063
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.545
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4498
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4048
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1054.3694