DEVELOPMENT... OpenML
Run
29589

Run 29589

Task 2983 (Supervised Classification) lung-cancer Uploaded 12-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_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.

21 Evaluation measures

Area under ROC curve
0.6695
Per class
Build CPU time
0.0139
Build memory
2304314141.1
F measure
0.5366
Per class
Kappa
0.2805
KB relative information score
74.5249
Mean absolute error
0.3763
Mean prior absolute error
0.4393
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.549
Per class
Predictive accuracy
0.5313
Prior entropy
1.57
Recall
0.5313
Per class
Relative absolute error
0.8567
Root mean prior squared error
0.4684
Root mean squared error
0.4462
Root relative squared error
0.9525
SciMark benchmark
911.621