DEVELOPMENT... OpenML
Run
78430

Run 78430

Task 3774 (Supervised Classification) fri_c2_250_5 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)_I160
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
0.9692
Per class
Build CPU time
5.4765
Build memory
2414939700
F measure
0.8878
Per class
Kappa
0.7718
KB relative information score
167.7674
Mean absolute error
0.1765
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.888
Per class
Predictive accuracy
0.888
Prior entropy
0.9898
Recall
0.888
Per class
Relative absolute error
0.358
Root mean prior squared error
0.4964
Root mean squared error
0.2696
Root relative squared error
0.5431
SciMark benchmark
942.2945

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