Run
2678631

Run 2678631

Task 2 (Supervised Classification) anneal Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_SMO_PolyKernel(1)Weka implementation of FilteredClassifier
weka.SMO_PolyKernel(15)_C0.1
weka.SMO_PolyKernel(15)_N0
weka.SMO_PolyKernel(15)_L0.001
weka.SMO_PolyKernel(15)_P1.0E-12
weka.SMO_PolyKernel(15)_V-1
weka.SMO_PolyKernel(15)_W1
weka.SMO_PolyKernel(15)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.SMO_PolyKernel(15)_calibratortrue
weka.PolyKernel(11)_E2.0
weka.PolyKernel(11)_C250007
weka.FilteredClassifier_SMO_PolyKernel(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_SMO_PolyKernel(1)_Wweka.classifiers.functions.SMO

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
0.854 ± 0.0251
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.877 ± 0.0212
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6987 ± 0.0426
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-468.6224 ± 1.5342
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2249 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8802 ± 0.0189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.882 ± 0.0227
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.882 ± 0.0227
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.6747 ± 0.0146
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3146 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2185 ± 0.0106
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1597.7706
UserCPU time millis
450
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
360
Cross-validation details (10-fold Crossvalidation)