DEVELOPMENT... OpenML
Run
9442

Run 9442

Task 21 (Supervised Classification) car Uploaded 22-05-2014 by Felicia West
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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)_M25
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.

19 Evaluation measures

Area under ROC curve
0.9927
Per class
F measure
0.9856
Per class
Kappa
0.9684
KB relative information score
1659.1375
Mean absolute error
0.0078
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9856
Per class
Predictive accuracy
0.9855
Prior entropy
1.2099
Recall
0.9855
Per class
Relative absolute error
0.0341
Root mean prior squared error
0.3381
Root mean squared error
0.0846
Root relative squared error
0.2502
SciMark benchmark
948.3293[573.95216199240421015.7907504114269480.2065271424506907.70082742804311763.996443846447]