DEVELOPMENT... OpenML
Run
76810

Run 76810

Task 3834 (Supervised Classification) mfeat-fourier 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)_I20
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
1
Per class
Build CPU time
10.1262
Build memory
1878581167.2
F measure
0.996
Per class
Kappa
0.9774
KB relative information score
1844.2562
Mean absolute error
0.0188
Mean prior absolute error
0.1803
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
0.996
Per class
Predictive accuracy
0.996
Prior entropy
0.4703
Recall
0.996
Per class
Relative absolute error
0.1044
Root mean prior squared error
0.3
Root mean squared error
0.0631
Root relative squared error
0.2102
SciMark benchmark
911.0394