DEVELOPMENT... OpenML
Run
80755

Run 80755

Task 3574 (Supervised Classification) rmftsa_sleepdata 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
0.6859
Per class
Build CPU time
0.0414
Build memory
1213839148.5859
F measure
0.4803
Per class
Kappa
0.2614
KB relative information score
294.3332
Mean absolute error
0.2779
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
0.4767
Per class
Predictive accuracy
0.4873
Prior entropy
1.8507
Recall
0.4873
Per class
Relative absolute error
0.7909
Root mean prior squared error
0.4191
Root mean squared error
0.4297
Root relative squared error
1.0253
SciMark benchmark
919.2952