DEVELOPMENT... OpenML
Run
80773

Run 80773

Task 252 (Supervised Classification) mfeat-zernike Uploaded 02-12-2014 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)_I10
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
0.9566
Per class
Build CPU time
0.223
Build memory
836646184
F measure
0.7734
Per class
Kappa
0.7473
KB relative information score
478.3812
Mean absolute error
0.0749
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7759
Per class
Predictive accuracy
0.7727
Prior entropy
3.3219
Recall
0.7727
Per class
Relative absolute error
0.416
Root mean prior squared error
0.3
Root mean squared error
0.187
Root relative squared error
0.6233
SciMark benchmark
941.5201