DEVELOPMENT... OpenML
Run
77609

Run 77609

Task 1786 (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)_I40
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
0.9722
Per class
Build CPU time
28.6935
Build memory
1262873280
F measure
0.7729
Per class
Kappa
0.7516
KB relative information score
6884.6614
Mean absolute error
0.0877
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7707
Per class
Predictive accuracy
0.7764
Prior entropy
3.3219
Recall
0.7764
Per class
Relative absolute error
0.4869
Root mean prior squared error
0.3
Root mean squared error
0.1871
Root relative squared error
0.6237
SciMark benchmark
846.5128