Run
2333523

Run 2333523

Task 14 (Supervised Classification) mfeat-fourier Uploaded 23-05-2017 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)_C0.25
weka.J48(38)_M2
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
0.8979 ± 0.0126
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7649 ± 0.0206
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.74 ± 0.0209
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1530.0499 ± 3.6811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0489 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7646 ± 0.0214
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.766 ± 0.0188
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.766 ± 0.0188
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2714 ± 0.022
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.204 ± 0.008
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6801 ± 0.0267
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1491.1533
UserCPU time millis
220
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
210
Cross-validation details (10-fold Crossvalidation)