Run
1842760

Run 1842760

Task 125966 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Wijnands
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Flow

weka.SimpleLogistic(5)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. 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.SimpleLogistic(5)_I2
weka.SimpleLogistic(5)_Ptrue
weka.SimpleLogistic(5)_M1000
weka.SimpleLogistic(5)_H100
weka.SimpleLogistic(5)_W0.0
weka.SimpleLogistic(5)_Atrue

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
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-275.6904
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2545
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8372
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8372
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9248
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3413
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9203
Cross-validation details (10-fold Crossvalidation)