DEVELOPMENT... OpenML
Run
27942

Run 27942

Task 2983 (Supervised Classification) lung-cancer Uploaded 09-10-2014 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)_I20
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
0.6862
Per class
Build CPU time
0.006
Build memory
2690439702.8
F measure
0.5551
Per class
Kappa
0.3146
KB relative information score
79.4735
Mean absolute error
0.3699
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
0.5691
Per class
Predictive accuracy
0.55
Prior entropy
1.57
Recall
0.55
Per class
Relative absolute error
0.8421
Root mean prior squared error
0.4684
Root mean squared error
0.4442
Root relative squared error
0.9482
SciMark benchmark
943.4675