DEVELOPMENT... OpenML
Run
194462

Run 194462

Task 3714 (Supervised Classification) fri_c0_1000_25 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
0.9065
Per class
F measure
0.833
Per class
Kappa
0.666
KB relative information score
471.2146
Mean absolute error
0.2831
Mean prior absolute error
0.5
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8331
Per class
Predictive accuracy
0.833
Prior entropy
1
Recall
0.833
Per class
Relative absolute error
0.5662
Root mean prior squared error
0.5
Root mean squared error
0.3553
Root relative squared error
0.7106
SciMark benchmark
930.5999
UserCPU time millis
200
UserCPU time millis testing
10
UserCPU time millis training
190