DEVELOPMENT... OpenML
Run
75381

Run 75381

Task 3679 (Supervised Classification) chscase_vine2 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)_I10
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
0.9452
Per class
Build CPU time
0.6455
Build memory
1515733838.5128
F measure
0.8719
Per class
Kappa
0.7417
KB relative information score
312.1851
Mean absolute error
0.171
Mean prior absolute error
0.4956
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8721
Per class
Predictive accuracy
0.8718
Prior entropy
0.9937
Recall
0.8718
Per class
Relative absolute error
0.345
Root mean prior squared error
0.4978
Root mean squared error
0.3108
Root relative squared error
0.6243
SciMark benchmark
940.6012