DEVELOPMENT... OpenML
Run
77787

Run 77787

Task 3633 (Supervised Classification) analcatdata_apnea1 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)_I80
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
0.9495
Per class
Build CPU time
1.9695
Build memory
674020715.0989
F measure
0.9388
Per class
Kappa
0.7169
KB relative information score
259.9395
Mean absolute error
0.0836
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9383
Per class
Predictive accuracy
0.9411
Prior entropy
0.5574
Recall
0.9411
Per class
Relative absolute error
0.3713
Root mean prior squared error
0.3346
Root mean squared error
0.222
Root relative squared error
0.6634
SciMark benchmark
944.266