DEVELOPMENT... OpenML
Run
153049

Run 153049

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 10-02-2015 by Felicia West
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Flow

weka.RandomCommittee_RandomTree(2)Weka implementation of RandomCommittee
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001
weka.RandomCommittee_RandomTree(2)_S1
weka.RandomCommittee_RandomTree(2)_num-slots1
weka.RandomCommittee_RandomTree(2)_I10
weka.RandomCommittee_RandomTree(2)_Wweka.classifiers.trees.RandomTree

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.

22 Evaluation measures

Area under ROC curve
0.7881
Per class
F measure
0.8934
Per class
Kappa
0.4934
KB relative information score
165.1464
Mean absolute error
0.1046
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8916
Per class
Predictive accuracy
0.8956
Prior entropy
0.5405
Recall
0.8956
Per class
Relative absolute error
0.4844
Root mean prior squared error
0.3275
Root mean squared error
0.3102
Root relative squared error
0.947
SciMark benchmark
929.566
UserCPU time millis
10
UserCPU time millis training
10