DEVELOPMENT... OpenML
Run
194022

Run 194022

Task 262 (Supervised Classification) pendigits 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
0.9973
Per class
F measure
0.9473
Per class
Kappa
0.9415
KB relative information score
3423.9038
Mean absolute error
0.0161
Mean prior absolute error
0.18
Number of instances
3627
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9473
Per class
Predictive accuracy
0.9473
Prior entropy
3.3208
Recall
0.9473
Per class
Relative absolute error
0.0897
Root mean prior squared error
0.3
Root mean squared error
0.0878
Root relative squared error
0.2925
SciMark benchmark
942.9708
UserCPU time millis
22000
UserCPU time millis testing
50
UserCPU time millis training
21950