DEVELOPMENT... OpenML
Run
13600

Run 13600

Task 22 (Supervised Classification) mfeat-zernike 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
0.9799
Per class
F measure
0.8223
Per class
Kappa
0.8056
KB relative information score
1698.3845
Mean absolute error
0.0428
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8198
Per class
Predictive accuracy
0.825
Prior entropy
3.3219
Recall
0.825
Per class
Relative absolute error
0.2378
Root mean prior squared error
0.3
Root mean squared error
0.1438
Root relative squared error
0.4792
SciMark benchmark
944.6504[561.02943854342131005.9801424741638483.6674820550281910.85475360997441761.7203488120049]