DEVELOPMENT... OpenML
Run
14075

Run 14075

Task 9 (Supervised Classification) autos 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)_M10
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
0.9036
Per class
F measure
0.7407
Per class
Kappa
0.6626
KB relative information score
135.0769
Mean absolute error
0.0886
Mean prior absolute error
0.2209
Number of instances
205
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7448
Per class
Predictive accuracy
0.7415
Prior entropy
2.3268
Recall
0.7415
Per class
Relative absolute error
0.4009
Root mean prior squared error
0.3318
Root mean squared error
0.2367
Root relative squared error
0.7134
SciMark benchmark
948.5685[568.89779800413941015.2555353338006482.79753594534895915.30723635829941760.5845701777503]

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