DEVELOPMENT... OpenML
Run
78627

Run 78627

Task 3597 (Supervised Classification) baskball Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I160
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.7601
Per class
Build CPU time
0.0464
Build memory
1231058221.9167
F measure
0.7081
Per class
Kappa
0.4174
KB relative information score
29.8245
Mean absolute error
0.356
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
0.7103
Per class
Predictive accuracy
0.7083
Prior entropy
0.9997
Recall
0.7083
Per class
Relative absolute error
0.7123
Root mean prior squared error
0.4999
Root mean squared error
0.4585
Root relative squared error
0.9171
SciMark benchmark
944.2867