DEVELOPMENT... OpenML
Run
78067

Run 78067

Task 259 (Supervised Classification) credit-approval 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)_I160
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
0.9429
Per class
Build CPU time
13.632
Build memory
858251936
F measure
0.8763
Per class
Kappa
0.7522
KB relative information score
124.7383
Mean absolute error
0.2496
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8782
Per class
Predictive accuracy
0.8767
Prior entropy
0.9913
Recall
0.8767
Per class
Relative absolute error
0.5015
Root mean prior squared error
0.5008
Root mean squared error
0.3175
Root relative squared error
0.6339
SciMark benchmark
939.3431