Run
6046558

Run 6046558

Task 26 (Supervised Classification) nursery Uploaded 25-07-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_SMO_NormalizedPolyKernel(1)Weka implementation of AttributeSelectedClassifier
weka.SMO_NormalizedPolyKernel(2)_C1.011721496123584
weka.SMO_NormalizedPolyKernel(2)_N2
weka.SMO_NormalizedPolyKernel(2)_L0.001
weka.SMO_NormalizedPolyKernel(2)_P1.0E-12
weka.SMO_NormalizedPolyKernel(2)_Mtrue
weka.SMO_NormalizedPolyKernel(2)_V-1
weka.SMO_NormalizedPolyKernel(2)_W1
weka.SMO_NormalizedPolyKernel(2)_Kweka.classifiers.functions.supportVector.NormalizedPolyKernel
weka.SMO_NormalizedPolyKernel(2)_calibratortrue
weka.NormalizedPolyKernel(7)_E2.3867059535592823
weka.NormalizedPolyKernel(7)_Ltrue
weka.NormalizedPolyKernel(7)_C250007
weka.AttributeSelectedClassifier_SMO_NormalizedPolyKernel(1)_Eweka.attributeSelection.CfsSubsetEval -M -L -P 1 -E 1
weka.AttributeSelectedClassifier_SMO_NormalizedPolyKernel(1)_Sweka.attributeSelection.GreedyStepwise -R -T -1.7976931348623157E308 -N -1 -num-slots 1
weka.AttributeSelectedClassifier_SMO_NormalizedPolyKernel(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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9998
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9998
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12904.9833
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9997
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9998
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9998
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0048
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0223
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1535.4824
UserCPU time millis
184140
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
36720
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
147420
Cross-validation details (10-fold Crossvalidation)