DEVELOPMENT... OpenML
Run
76981

Run 76981

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)_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
0.7757
Per class
Build CPU time
0.5282
Build memory
771013927.5833
F measure
0.75
Per class
Kappa
0.5002
KB relative information score
31.0976
Mean absolute error
0.3518
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
0.7507
Per class
Predictive accuracy
0.75
Prior entropy
0.9997
Recall
0.75
Per class
Relative absolute error
0.704
Root mean prior squared error
0.4999
Root mean squared error
0.4414
Root relative squared error
0.883
SciMark benchmark
921.2344