DEVELOPMENT... OpenML
Run
77508

Run 77508

Task 3557 (Supervised Classification) schizo 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
0.8599
Per class
Build CPU time
10.9048
Build memory
954619118.4
F measure
0.7638
Per class
Kappa
0.5303
KB relative information score
84.8264
Mean absolute error
0.3942
Mean prior absolute error
0.4992
Number of instances
340
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.779
Per class
Predictive accuracy
0.7676
Prior entropy
0.9988
Recall
0.7676
Per class
Relative absolute error
0.7896
Root mean prior squared error
0.4996
Root mean squared error
0.4181
Root relative squared error
0.837
SciMark benchmark
846.5128