DEVELOPMENT... OpenML
Run
13464

Run 13464

Task 48 (Supervised Classification) heart-c Uploaded 22-05-2014 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
0.8331
Per class
F measure
0.8374
Per class
Kappa
0.6714
KB relative information score
-150.5303
Mean absolute error
0.29
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
0.8396
Per class
Predictive accuracy
0.8383
Prior entropy
1.0792
Recall
0.8383
Per class
Relative absolute error
1.447
Root mean prior squared error
0.315
Root mean squared error
0.3636
Root relative squared error
1.1542
SciMark benchmark
948.6072[565.76084051053911016.3264661877167485.1974292776418914.03067367712611761.7204843045454]