DEVELOPMENT... OpenML
Run
152784

Run 152784

Task 52 (Supervised Classification) heart-statlog 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
0.8576
Per class
F measure
0.8022
Per class
Kappa
0.5981
KB relative information score
134.5402
Mean absolute error
0.2567
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8045
Per class
Predictive accuracy
0.8037
Prior entropy
0.9912
Recall
0.8037
Per class
Relative absolute error
0.5197
Root mean prior squared error
0.4969
Root mean squared error
0.3864
Root relative squared error
0.7776
SciMark benchmark
930.32
UserCPU time millis
10
UserCPU time millis training
10