DEVELOPMENT... OpenML
Run
80216

Run 80216

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)_I20
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
0.9928
Per class
Build CPU time
0.0092
Build memory
691587182.1805
F measure
0.9819
Per class
Kappa
0.9638
KB relative information score
505.4994
Mean absolute error
0.0519
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
0.982
Per class
Predictive accuracy
0.9819
Prior entropy
0.9989
Recall
0.9819
Per class
Relative absolute error
0.104
Root mean prior squared error
0.4996
Root mean squared error
0.1302
Root relative squared error
0.2606
SciMark benchmark
919.2952

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