DEVELOPMENT... OpenML
Run
75667

Run 75667

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)_I10
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
0.6982
Per class
Build CPU time
0.614
Build memory
2455409280
F measure
0.6442
Per class
Kappa
0.2221
KB relative information score
28.5959
Mean absolute error
0.3855
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
0.6458
Per class
Predictive accuracy
0.6616
Prior entropy
0.9279
Recall
0.6616
Per class
Relative absolute error
0.8402
Root mean prior squared error
0.4831
Root mean squared error
0.4561
Root relative squared error
0.9441
SciMark benchmark
947.2295

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