DEVELOPMENT... OpenML
Run
77423

Run 77423

Task 3783 (Supervised Classification) fri_c2_500_50 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
0.9358
Per class
Build CPU time
8.2289
Build memory
1886591420.8
F measure
0.8736
Per class
Kappa
0.7382
KB relative information score
198.4786
Mean absolute error
0.3184
Mean prior absolute error
0.4839
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8736
Per class
Predictive accuracy
0.874
Prior entropy
0.9767
Recall
0.874
Per class
Relative absolute error
0.658
Root mean prior squared error
0.4918
Root mean squared error
0.3544
Root relative squared error
0.7206
SciMark benchmark
846.5128