DEVELOPMENT... OpenML
Run
34208

Run 34208

Task 4363 (Supervised Classification) fri_c3_250_10 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
0.9614
Per class
Build CPU time
0.5541
Build memory
2461432799.12
F measure
0.9061
Per class
Kappa
0.8107
KB relative information score
1645.7861
Mean absolute error
0.1867
Mean prior absolute error
0.4968
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
0.9073
Per class
Predictive accuracy
0.9064
Prior entropy
0.9955
Recall
0.9064
Per class
Relative absolute error
0.3758
Root mean prior squared error
0.4984
Root mean squared error
0.2757
Root relative squared error
0.5531
SciMark benchmark
947.8886