DEVELOPMENT... OpenML
Run
79431

Run 79431

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 01-12-2014 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)_I80
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
0.6938
Per class
Build CPU time
0.2419
Build memory
1238948819.6406
F measure
0.4804
Per class
Kappa
0.2616
KB relative information score
289.5609
Mean absolute error
0.2801
Mean prior absolute error
0.3514
Number of instances
1024
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4756
Per class
Predictive accuracy
0.4883
Prior entropy
1.8507
Recall
0.4883
Per class
Relative absolute error
0.797
Root mean prior squared error
0.4191
Root mean squared error
0.4243
Root relative squared error
1.0123
SciMark benchmark
931.0999