Run
549853

Run 549853

Task 3942 (Supervised Classification) tumors_C Uploaded 08-04-2016 by Jan van Rijn
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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
0.6117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6573
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.3959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3333
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4565
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.6539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9383
Cross-validation details (10-fold Crossvalidation)
Recall
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7303
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5774
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2104
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
572.7986
UserCPU time millis
440
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
430
Cross-validation details (10-fold Crossvalidation)