DEVELOPMENT... OpenML
Run
75363

Run 75363

Task 3665 (Supervised Classification) pyrim 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
0.928
Per class
Build CPU time
0.1697
Build memory
889649693.4054
F measure
0.8786
Per class
Kappa
0.7513
KB relative information score
48.4567
Mean absolute error
0.1774
Mean prior absolute error
0.4872
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8792
Per class
Predictive accuracy
0.8784
Prior entropy
0.9819
Recall
0.8784
Per class
Relative absolute error
0.3641
Root mean prior squared error
0.4934
Root mean squared error
0.2964
Root relative squared error
0.6006
SciMark benchmark
942.3187