Run
1741476

Run 1741476

Task 9905 (Supervised Classification) autoUniv-au7-700 Uploaded 24-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.ClassificationViaRegression_M5P(3)E. Frank, Y. Wang, S. Inglis, G. Holmes, I.H. Witten (1998). Using model trees for classification. Machine Learning. 32(1):63-76.
weka.M5P(4)_M4.0
weka.ClassificationViaRegression_M5P(3)_Wweka.classifiers.trees.M5P

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.

17 Evaluation measures

Area under ROC curve
0.6981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5096
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2724
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.0006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3892
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4437
Cross-validation details (10-fold Crossvalidation)
Number of instances
700
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5093
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5824
Cross-validation details (10-fold Crossvalidation)
Recall
0.5143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4401
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9343
Cross-validation details (10-fold Crossvalidation)
Total cost