DEVELOPMENT... OpenML
Run
80537

Run 80537

Task 3722 (Supervised Classification) hungarian Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I10
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.8715
Per class
Build CPU time
0.0107
Build memory
1024262687.8367
F measure
0.7785
Per class
Kappa
0.5139
KB relative information score
137.2381
Mean absolute error
0.2466
Mean prior absolute error
0.4614
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7786
Per class
Predictive accuracy
0.7823
Prior entropy
0.9439
Recall
0.7823
Per class
Relative absolute error
0.5345
Root mean prior squared error
0.4802
Root mean squared error
0.3714
Root relative squared error
0.7735
SciMark benchmark
919.2952