DEVELOPMENT... OpenML
Run
80293

Run 80293

Task 3054 (Supervised Classification) monks-problems-2 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
0.6976
Per class
Build CPU time
0.015
Build memory
898396960
F measure
0.6414
Per class
Kappa
0.218
KB relative information score
31.7149
Mean absolute error
0.3751
Mean prior absolute error
0.4588
Number of instances
198
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.639
Per class
Predictive accuracy
0.6515
Prior entropy
0.9279
Recall
0.6515
Per class
Relative absolute error
0.8174
Root mean prior squared error
0.4831
Root mean squared error
0.4716
Root relative squared error
0.9761
SciMark benchmark
919.2952