Run
246631

Run 246631

Task 1932 (Supervised Classification) heart-statlog Uploaded 04-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.SGD(3)Weka implementation of SGD
weka.SGD(3)_F0
weka.SGD(3)_L0.01
weka.SGD(3)_R1.0E-4
weka.SGD(3)_E500
weka.SGD(3)_C0.001
weka.SGD(3)_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
0.8286
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8325
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6602
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1781.6086
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.167
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2700
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8328
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.833
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.833
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3382
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4087
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8225
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1360.5374
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)