Run
181666

Run 181666

Task 2922 (Supervised Classification) lung-cancer Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.SimpleCart(3)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(3)_M2.0
weka.SimpleCart(3)_N5
weka.SimpleCart(3)_C1.0
weka.SimpleCart(3)_S1

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
0.6216
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7717
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.406
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
101.8593
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2822
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_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8493
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8094
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.874
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8094
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6884
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
0.3912
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8697
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1304.6687
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10 times 10-fold Crossvalidation)