DEVELOPMENT... OpenML
Run
77910

Run 77910

Task 22 (Supervised Classification) mfeat-zernike Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I80
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9715
Per class
Build CPU time
112.1767
Build memory
2058176251.2
F measure
0.7699
Per class
Kappa
0.7472
KB relative information score
1421.284
Mean absolute error
0.0809
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
0.7684
Per class
Predictive accuracy
0.7725
Prior entropy
3.3219
Recall
0.7725
Per class
Relative absolute error
0.4494
Root mean prior squared error
0.3
Root mean squared error
0.1838
Root relative squared error
0.6125
SciMark benchmark
890.0967