Run
563486

Run 563486

Task 3823 (Supervised Classification) postoperative-patient-data Uploaded 18-04-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_SGD(1)Weka implementation of AttributeSelectedClassifier
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
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_SGD(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_SGD(1)_Wweka.classifiers.functions.SGD

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
0.4766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5745
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0636
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4128
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.4986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8732
Cross-validation details (10-fold Crossvalidation)
Recall
0.6778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7806
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4533
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5676
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2523
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1618.1738
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)