DEVELOPMENT... OpenML
Run
77140

Run 77140

Task 2352 (Supervised Classification) meta_all.arff 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
0.7323
Per class
Build CPU time
1.196
Build memory
327301664
F measure
0.6232
Per class
Kappa
0.2686
KB relative information score
3.678
Mean absolute error
0.179
Mean prior absolute error
0.1912
Number of instances
23
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.648
Per class
Predictive accuracy
0.6087
Prior entropy
1.9094
Recall
0.6087
Per class
Relative absolute error
0.9358
Root mean prior squared error
0.2919
Root mean squared error
0.2848
Root relative squared error
0.9756
SciMark benchmark
904.7337