DEVELOPMENT... OpenML
Run
76350

Run 76350

Task 3852 (Supervised Classification) anneal 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
0.9883
Per class
Build CPU time
14.9066
Build memory
1747198110.7172
F measure
0.9509
Per class
Kappa
0.8646
KB relative information score
613.383
Mean absolute error
0.1272
Mean prior absolute error
0.3633
Number of instances
898
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9509
Per class
Predictive accuracy
0.951
Prior entropy
0.7932
Recall
0.951
Per class
Relative absolute error
0.3501
Root mean prior squared error
0.426
Root mean squared error
0.2054
Root relative squared error
0.4821
SciMark benchmark
939.4327