DEVELOPMENT... OpenML
Run
78772

Run 78772

Task 3877 (Supervised Classification) analcatdata_dmft 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
0.455
Per class
Build CPU time
0.1352
Build memory
728345614.5144
F measure
0.6838
Per class
Kappa
-0.106
KB relative information score
-206.4815
Mean absolute error
0.3282
Mean prior absolute error
0.3138
Number of instances
797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6438
Per class
Predictive accuracy
0.7315
Prior entropy
0.7123
Recall
0.7315
Per class
Relative absolute error
1.0459
Root mean prior squared error
0.3958
Root mean squared error
0.4503
Root relative squared error
1.1377
SciMark benchmark
941.1794