Run
10702

Run 10702

Task 38 (Supervised Classification) ecoli 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
0.9645
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8146
Cross-validation details (10-fold Crossvalidation)
KB relative information score
251.8613
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0529
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8543
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5331
Cross-validation details (10-fold Crossvalidation)