Run
2677921

Run 2677921

Task 6 (Supervised Classification) letter 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)_C10.0
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)_E1.0
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
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8502
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4140.8321
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0711
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8498
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8498
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9614
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.186
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9671
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1498.8752
UserCPU time millis
12540
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
330
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
12210
Cross-validation details (10-fold Crossvalidation)