Run
2863186

Run 2863186

Task 2 (Supervised Classification) anneal Uploaded 27-06-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_AttributeSelectedClassifier_SMO_RBFKernel(1)Weka implementation of FilteredClassifier
weka.SMO_RBFKernel(8)_C10.0
weka.SMO_RBFKernel(8)_N0
weka.SMO_RBFKernel(8)_L0.001
weka.SMO_RBFKernel(8)_P1.0E-12
weka.SMO_RBFKernel(8)_V-1
weka.SMO_RBFKernel(8)_W1
weka.SMO_RBFKernel(8)_Kweka.classifiers.functions.supportVector.RBFKernel
weka.SMO_RBFKernel(8)_calibratortrue
weka.RBFKernel(5)_G0.01
weka.RBFKernel(5)_C250007
weka.AttributeSelectedClassifier_SMO_RBFKernel(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_SMO_RBFKernel(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_SMO_RBFKernel(2)_Wweka.classifiers.functions.SMO
weka.FilteredClassifier_AttributeSelectedClassifier_SMO_RBFKernel(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_SMO_RBFKernel(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.581 ± 0.0171
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6659 ± 0.0142
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0254 ± 0.0527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-511.0545 ± 1.9454
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2282 ± 0.0005
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
0.6184 ± 0.0241
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.755 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.755 ± 0.0126
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.6992 ± 0.0154
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
0.3198 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2386 ± 0.0113
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1493.547
UserCPU time millis
280
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
210
Cross-validation details (10-fold Crossvalidation)