Run
9081

Run 9081

Task 40 (Supervised Classification) glass Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.LMT(1)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Machine Learning. 95(1-2):161-205. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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
0.8275
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5806
Cross-validation details (10-fold Crossvalidation)
KB relative information score
128.6168
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0941
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6916
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6916
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4448
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2812
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8668
Cross-validation details (10-fold Crossvalidation)