DEVELOPMENT... OpenML
Run
76716

Run 76716

Task 3054 (Supervised Classification) monks-problems-2 Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I20
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.6956
Per class
Build CPU time
1.271
Build memory
1171998280
F measure
0.6292
Per class
Kappa
0.1905
KB relative information score
27.1059
Mean absolute error
0.389
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
0.6266
Per class
Predictive accuracy
0.6414
Prior entropy
0.9279
Recall
0.6414
Per class
Relative absolute error
0.8478
Root mean prior squared error
0.4831
Root mean squared error
0.4581
Root relative squared error
0.9482
SciMark benchmark
899.7532