Run
542117

Run 542117

Task 3845 (Supervised Classification) heart-c Uploaded 23-03-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.SGD(4)Weka implementation of SGD
weka.SGD(4)_F0
weka.SGD(4)_L0.01
weka.SGD(4)_R1.0E-4
weka.SGD(4)_E500
weka.SGD(4)_C0.001
weka.SGD(4)_S1

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
0.8331
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
203.86
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1617
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.8396
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9943
Cross-validation details (10-fold Crossvalidation)
Recall
0.8383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.498
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8075
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.7932
UserCPU time millis
15.6001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
15.6001
Cross-validation details (10-fold Crossvalidation)