DEVELOPMENT... OpenML
Run
76559

Run 76559

Task 3909 (Supervised Classification) ar1 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
0.8472
Per class
Build CPU time
0.3938
Build memory
907321783.2727
F measure
0.8978
Per class
Kappa
0.1345
KB relative information score
-40.8552
Mean absolute error
0.1206
Mean prior absolute error
0.1436
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8877
Per class
Predictive accuracy
0.9174
Prior entropy
0.4067
Recall
0.9174
Per class
Relative absolute error
0.8401
Root mean prior squared error
0.2625
Root mean squared error
0.25
Root relative squared error
0.9524
SciMark benchmark
933.7787