DEVELOPMENT... OpenML
Run
152779

Run 152779

Task 48 (Supervised Classification) heart-c 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
0.8863
Per class
F measure
0.7943
Per class
Kappa
0.5845
KB relative information score
148.6275
Mean absolute error
0.099
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7958
Per class
Predictive accuracy
0.7954
Prior entropy
1.0792
Recall
0.7954
Per class
Relative absolute error
0.4938
Root mean prior squared error
0.315
Root mean squared error
0.2325
Root relative squared error
0.738
SciMark benchmark
930.32
UserCPU time millis
10
UserCPU time millis training
10