DEVELOPMENT... OpenML
Run
10807

Run 10807

Task 57 (Supervised Classification) ionosphere 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)_M20
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
0.9236
Per class
F measure
0.9213
Per class
Kappa
0.8265
KB relative information score
278.9551
Mean absolute error
0.096
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9272
Per class
Predictive accuracy
0.9231
Prior entropy
0.9425
Recall
0.9231
Per class
Relative absolute error
0.2084
Root mean prior squared error
0.4797
Root mean squared error
0.2557
Root relative squared error
0.533
SciMark benchmark
944.7529[561.57136831653141015.7907504114269478.4945829226523909.59057174132591758.3171307218695]