DEVELOPMENT... OpenML
Run
13137

Run 13137

Task 13 (Supervised Classification) breast-cancer Uploaded 22-05-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6533
Per class
F measure
0.723
Per class
Kappa
0.3072
KB relative information score
35.8793
Mean absolute error
0.3601
Mean prior absolute error
0.4183
Number of instances
286
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7516
Per class
Predictive accuracy
0.7587
Prior entropy
0.8796
Recall
0.7587
Per class
Relative absolute error
0.8608
Root mean prior squared error
0.457
Root mean squared error
0.4273
Root relative squared error
0.935
SciMark benchmark
946.9351[561.39063748653551015.7907504114269489.39918924322484908.64471704177161759.4501199261804]