DEVELOPMENT... OpenML
Run
152741

Run 152741

Task 5 (Supervised Classification) arrhythmia 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
0.8227
Per class
F measure
0.6158
Per class
Kappa
0.4491
KB relative information score
181.1669
Mean absolute error
0.0604
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.602
Per class
Predictive accuracy
0.6814
Prior entropy
2.5222
Recall
0.6814
Per class
Relative absolute error
0.706
Root mean prior squared error
0.2055
Root mean squared error
0.1744
Root relative squared error
0.8486
SciMark benchmark
902.4773
UserCPU time millis
90
UserCPU time millis testing
10
UserCPU time millis training
80