Run
404244

Run 404244

Task 2983 (Supervised Classification) lung-cancer Uploaded 23-04-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Discretize_J48(4)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_Discretize_J48(4)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(4)_Wweka.classifiers.trees.J48
weka.Discretize(3)_Rfirst-last
weka.Discretize(3)_precision6

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
0.592
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4429
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1547
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
68.257
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3811
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4393
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
320
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4505
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4406
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4406
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8676
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5584
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1922
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
926.4745
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)