DEVELOPMENT... OpenML
Run
76355

Run 76355

Task 3597 (Supervised Classification) baskball 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)_I20
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
0.7718
Per class
Build CPU time
0.352
Build memory
2631171238.8333
F measure
0.7604
Per class
Kappa
0.5208
KB relative information score
31.5068
Mean absolute error
0.3503
Mean prior absolute error
0.4998
Number of instances
96
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7606
Per class
Predictive accuracy
0.7604
Prior entropy
0.9997
Recall
0.7604
Per class
Relative absolute error
0.701
Root mean prior squared error
0.4999
Root mean squared error
0.4424
Root relative squared error
0.885
SciMark benchmark
947.2295