DEVELOPMENT... OpenML
Run
75074

Run 75074

Task 3594 (Supervised Classification) analcatdata_supreme 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
0.9986
Per class
Build CPU time
4.0279
Build memory
1271413755.9585
F measure
0.9933
Per class
Kappa
0.9816
KB relative information score
3931.2922
Mean absolute error
0.0106
Mean prior absolute error
0.3645
Number of instances
4052
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9933
Per class
Predictive accuracy
0.9933
Prior entropy
0.7946
Recall
0.9933
Per class
Relative absolute error
0.0291
Root mean prior squared error
0.4269
Root mean squared error
0.0724
Root relative squared error
0.1696
SciMark benchmark
942.3187