DEVELOPMENT... OpenML
Run
74083

Run 74083

Task 3055 (Supervised Classification) monks-problems-3 Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I10
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.9577
Per class
Build CPU time
0.002
Build memory
274190712
F measure
0.8253
Per class
Kappa
0.6384
KB relative information score
109.7025
Mean absolute error
0.1967
Mean prior absolute error
0.4967
Number of instances
182
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8368
Per class
Predictive accuracy
0.8297
Prior entropy
0.9989
Recall
0.8297
Per class
Relative absolute error
0.396
Root mean prior squared error
0.4971
Root mean squared error
0.319
Root relative squared error
0.6417
SciMark benchmark
785.9104