DEVELOPMENT... OpenML
Run
33907

Run 33907

Task 4315 (Supervised Classification) fri_c3_250_5 Uploaded 16-10-2014 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
0.9453
Per class
Build CPU time
1.0601
Build memory
376156674.32
F measure
0.8706
Per class
Kappa
0.7362
KB relative information score
1501.7465
Mean absolute error
0.21
Mean prior absolute error
0.4919
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8714
Per class
Predictive accuracy
0.8712
Prior entropy
0.9883
Recall
0.8712
Per class
Relative absolute error
0.427
Root mean prior squared error
0.4959
Root mean squared error
0.31
Root relative squared error
0.6252
SciMark benchmark
831.2624

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