DEVELOPMENT... OpenML
Run
34737

Run 34737

Task 4439 (Supervised Classification) fri_c1_500_5 Uploaded 20-10-2014 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
0.9575
Per class
Build CPU time
1.118
Build memory
2677689472.88
F measure
0.8805
Per class
Kappa
0.7595
KB relative information score
3313.3556
Mean absolute error
0.1804
Mean prior absolute error
0.4977
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8829
Per class
Predictive accuracy
0.881
Prior entropy
0.9967
Recall
0.881
Per class
Relative absolute error
0.3624
Root mean prior squared error
0.4988
Root mean squared error
0.2881
Root relative squared error
0.5774
SciMark benchmark
939.8688