DEVELOPMENT... OpenML
Run
29948

Run 29948

Task 3054 (Supervised Classification) monks-problems-2 Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.6414
Per class
Build CPU time
0.079
Build memory
76794920
F measure
0.5737
Per class
Kappa
0.0721
KB relative information score
12.8399
Mean absolute error
0.4233
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
0.5753
Per class
Predictive accuracy
0.6111
Prior entropy
0.9279
Recall
0.6111
Per class
Relative absolute error
0.9225
Root mean prior squared error
0.4831
Root mean squared error
0.4786
Root relative squared error
0.9907
SciMark benchmark
934.6972