DEVELOPMENT... OpenML
Run
78689

Run 78689

Task 22 (Supervised Classification) mfeat-zernike 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
0.9681
Per class
Build CPU time
3.2368
Build memory
1084069620
F measure
0.7713
Per class
Kappa
0.7489
KB relative information score
1421.6977
Mean absolute error
0.0781
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7697
Per class
Predictive accuracy
0.774
Prior entropy
3.3219
Recall
0.774
Per class
Relative absolute error
0.4341
Root mean prior squared error
0.3
Root mean squared error
0.187
Root relative squared error
0.6232
SciMark benchmark
940.4855