DEVELOPMENT... OpenML
Run
31028

Run 31028

Task 2983 (Supervised Classification) lung-cancer Uploaded 13-10-2014 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)_I80
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
0.6768
Per class
Build CPU time
0.0299
Build memory
757876603.65
F measure
0.5247
Per class
Kappa
0.269
KB relative information score
75.1658
Mean absolute error
0.3755
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
0.5356
Per class
Predictive accuracy
0.5188
Prior entropy
1.57
Recall
0.5188
Per class
Relative absolute error
0.8548
Root mean prior squared error
0.4684
Root mean squared error
0.443
Root relative squared error
0.9457
SciMark benchmark
925.7215