Run
6069473

Run 6069473

Task 32 (Supervised Classification) pendigits Uploaded 11-08-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_HoeffdingTree(2)Weka implementation of AttributeSelectedClassifier
weka.HoeffdingTree(6)_L2
weka.HoeffdingTree(6)_S1
weka.HoeffdingTree(6)_E1.0E-7
weka.HoeffdingTree(6)_H0.05
weka.HoeffdingTree(6)_M0.01
weka.HoeffdingTree(6)_G200.0
weka.HoeffdingTree(6)_N0.0
weka.AttributeSelectedClassifier_HoeffdingTree(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_HoeffdingTree(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_HoeffdingTree(2)_Wweka.classifiers.trees.HoeffdingTree

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
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9054
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9956.7644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0204
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9059
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9059
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1134
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1288
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4294
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1830.936
UserCPU time millis
1170
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
600
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
570
Cross-validation details (10-fold Crossvalidation)