DEVELOPMENT... OpenML
Run
75704

Run 75704

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I10
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.7089
Per class
Build CPU time
2.5373
Build memory
1790656463.4219
F measure
0.4882
Per class
Kappa
0.2724
KB relative information score
295.0689
Mean absolute error
0.2791
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
0.4846
Per class
Predictive accuracy
0.4951
Prior entropy
1.8507
Recall
0.4951
Per class
Relative absolute error
0.7941
Root mean prior squared error
0.4191
Root mean squared error
0.4131
Root relative squared error
0.9856
SciMark benchmark
947.2295