DEVELOPMENT... OpenML
Run
194034

Run 194034

Task 1782 (Supervised Classification) mfeat-morphological Uploaded 26-02-2015 by Felicia West
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Flow

weka.SimpleLogistic(3)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. 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.SimpleLogistic(3)_I0
weka.SimpleLogistic(3)_M500
weka.SimpleLogistic(3)_H50
weka.SimpleLogistic(3)_W0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9652
Per class
F measure
0.7425
Per class
Kappa
0.7148
KB relative information score
7600.0724
Mean absolute error
0.0669
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7447
Per class
Predictive accuracy
0.7433
Prior entropy
3.3219
Recall
0.7433
Per class
Relative absolute error
0.3719
Root mean prior squared error
0.3
Root mean squared error
0.1813
Root relative squared error
0.6044
SciMark benchmark
880.8372
UserCPU time millis
1840
UserCPU time millis testing
10
UserCPU time millis training
1830