DEVELOPMENT... OpenML
Run
76944

Run 76944

Task 3592 (Supervised Classification) fri_c2_100_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)_I40
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
0.8871
Per class
Build CPU time
0.5529
Build memory
782954571.2
F measure
0.7951
Per class
Kappa
0.569
KB relative information score
47.4234
Mean absolute error
0.2634
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8015
Per class
Predictive accuracy
0.8
Prior entropy
0.9721
Recall
0.8
Per class
Relative absolute error
0.5483
Root mean prior squared error
0.4899
Root mean squared error
0.3557
Root relative squared error
0.726
SciMark benchmark
928.9403