DEVELOPMENT... OpenML
Run
34014

Run 34014

Task 3054 (Supervised Classification) monks-problems-2 Uploaded 17-10-2014 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
0.5467
Per class
Build CPU time
2.151
Build memory
568644424
F measure
0.5103
Per class
Kappa
-0.0233
KB relative information score
1.1754
Mean absolute error
0.4492
Mean prior absolute error
0.4588
Number of instances
198
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5107
Per class
Predictive accuracy
0.601
Prior entropy
0.9279
Recall
0.601
Per class
Relative absolute error
0.9789
Root mean prior squared error
0.4831
Root mean squared error
0.4895
Root relative squared error
1.0133
SciMark benchmark
940.6835