DEVELOPMENT... OpenML
Run
80567

Run 80567

Task 3494 (Supervised Classification) monks-problems-3 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
0.992
Per class
Build CPU time
0.0044
Build memory
1071406559.7112
F measure
0.9838
Per class
Kappa
0.9674
KB relative information score
512.1446
Mean absolute error
0.0442
Mean prior absolute error
0.4992
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9838
Per class
Predictive accuracy
0.9838
Prior entropy
0.9989
Recall
0.9838
Per class
Relative absolute error
0.0886
Root mean prior squared error
0.4996
Root mean squared error
0.1277
Root relative squared error
0.2556
SciMark benchmark
943.4766