Run
247420

Run 247420

Task 4597 (Supervised Classification) hiva_agnostic Uploaded 04-03-2015 by Joaquin Vanschoren
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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
0.6454
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9468
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2608
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-10105.2627
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.056
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.0682
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
42290
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
0.95
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.944
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.221
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.944
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8215
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1844
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2367
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.2837
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1326.014
UserCPU time millis
12940
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
12830
Cross-validation details (10 times 10-fold Crossvalidation)