DEVELOPMENT... OpenML
Run
34237

Run 34237

Task 4623 (Supervised Classification) pc1 Uploaded 18-10-2014 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
0.8478
Per class
Build CPU time
8.1241
Build memory
1177131567.5903
F measure
0.9236
Per class
Kappa
0.307
KB relative information score
-490.8861
Mean absolute error
0.0994
Mean prior absolute error
0.1299
Number of instances
11090
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9261
Per class
Predictive accuracy
0.9386
Prior entropy
0.3667
Recall
0.9386
Per class
Relative absolute error
0.7651
Root mean prior squared error
0.2542
Root mean squared error
0.226
Root relative squared error
0.8891
SciMark benchmark
945.7518