DEVELOPMENT... OpenML
Run
33458

Run 33458

Task 2922 (Supervised Classification) lung-cancer Uploaded 14-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_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.

21 Evaluation measures

Area under ROC curve
0.7173
Per class
Build CPU time
0.1039
Build memory
1185776900.8
F measure
0.7918
Per class
Kappa
0.4595
KB relative information score
82.505
Mean absolute error
0.3082
Mean prior absolute error
0.4099
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
0.8125
Per class
Predictive accuracy
0.8125
Prior entropy
0.874
Recall
0.8125
Per class
Relative absolute error
0.7517
Root mean prior squared error
0.4498
Root mean squared error
0.3971
Root relative squared error
0.8828
SciMark benchmark
719.0874