DEVELOPMENT... OpenML
Run
6379

Run 6379

Task 50 (Supervised Classification) heart-h Uploaded 15-05-2014 by Felicia West
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Flow

weka.MultiClassClassifierUpdateable_SGD(1)Weka implementation of MultiClassClassifierUpdateable
weka.MultiClassClassifierUpdateable_SGD(1)_M0
weka.MultiClassClassifierUpdateable_SGD(1)_R2.0
weka.MultiClassClassifierUpdateable_SGD(1)_S1
weka.MultiClassClassifierUpdateable_SGD(1)_Wweka.classifiers.functions.SGD
weka.SGD(1)_C0.001
weka.SGD(1)_E500
weka.SGD(1)_F0
weka.SGD(1)_L0.01
weka.SGD(1)_R1.0E-4

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8141
Per class
F measure
0.8324
Per class
Kappa
0.6348
KB relative information score
-195.9717
Mean absolute error
0.2902
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.832
Per class
Predictive accuracy
0.8333
Prior entropy
1.0314
Recall
0.8333
Per class
Relative absolute error
1.5543
Root mean prior squared error
0.3037
Root mean squared error
0.3639
Root relative squared error
1.1981
SciMark benchmark
928.0587[559.23073532101811014.1868590421574483.0147548568529878.79314944704551705.0681287092086]