Run
2345860

Run 2345860

Task 2075 (Supervised Classification) abalone Uploaded 25-05-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.5
weka.J48(38)_M10
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_Wweka.classifiers.trees.J48

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
0.6771 ± 0.014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2224 ± 0.0164
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1325 ± 0.0189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1002.5838 ± 5.3832
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.056 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.2158 ± 0.0192
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2341 ± 0.0171
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2341 ± 0.0171
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9063 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1767 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0057 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1507.2616
UserCPU time millis
150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
120
Cross-validation details (10-fold Crossvalidation)