DEVELOPMENT... OpenML
Run
78025

Run 78025

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)_I80
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
0.7003
Per class
Build CPU time
5.143
Build memory
611621032
F measure
0.644
Per class
Kappa
0.2224
KB relative information score
27.0119
Mean absolute error
0.3894
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
0.6426
Per class
Predictive accuracy
0.6566
Prior entropy
0.9279
Recall
0.6566
Per class
Relative absolute error
0.8486
Root mean prior squared error
0.4831
Root mean squared error
0.4561
Root relative squared error
0.9442
SciMark benchmark
907.9988