DEVELOPMENT... OpenML
Run
34825

Run 34825

Task 2922 (Supervised Classification) lung-cancer Uploaded 21-10-2014 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)_I80
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
0.712
Per class
Build CPU time
0.0685
Build memory
1239566528.1
F measure
0.7721
Per class
Kappa
0.4074
KB relative information score
81.2023
Mean absolute error
0.309
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
0.7938
Per class
Predictive accuracy
0.7969
Prior entropy
0.874
Recall
0.7969
Per class
Relative absolute error
0.7537
Root mean prior squared error
0.4498
Root mean squared error
0.4006
Root relative squared error
0.8907
SciMark benchmark
942.0002