DEVELOPMENT... OpenML
Run
79696

Run 79696

Task 3648 (Supervised Classification) fri_c3_100_10 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)_I40
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
0.885
Per class
Build CPU time
0.0167
Build memory
627701010.4
F measure
0.8182
Per class
Kappa
0.6186
KB relative information score
42.145
Mean absolute error
0.2938
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8191
Per class
Predictive accuracy
0.82
Prior entropy
0.9721
Recall
0.82
Per class
Relative absolute error
0.6115
Root mean prior squared error
0.4899
Root mean squared error
0.3634
Root relative squared error
0.7419
SciMark benchmark
941.5201