Run
65341

Run 65341

Task 18 (Supervised Classification) mfeat-morphological Uploaded 20-11-2014 by Jan van Rijn
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Flow

RandomRules(1)A rule-based classifier.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9578 ± 0.0094
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7034 ± 0.0223
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6706 ± 0.0224
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6859 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0902 ± 0.0026
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)
Precision
0.705 ± 0.0252
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7035 ± 0.0201
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.7035 ± 0.0201
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5013 ± 0.0144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1987 ± 0.0045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6623 ± 0.0152
Cross-validation details (10-fold Crossvalidation)