DEVELOPMENT... OpenML
Run
78817

Run 78817

Task 55 (Supervised Classification) vote 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
0.9928
Per class
Build CPU time
0.1563
Build memory
804340388.1931
F measure
0.9632
Per class
Kappa
0.9222
KB relative information score
376.1408
Mean absolute error
0.0704
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9632
Per class
Predictive accuracy
0.9632
Prior entropy
0.9627
Recall
0.9632
Per class
Relative absolute error
0.1484
Root mean prior squared error
0.4869
Root mean squared error
0.1744
Root relative squared error
0.3582
SciMark benchmark
944.2867

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