DEVELOPMENT... OpenML
Run
195013

Run 195013

Task 4471 (Supervised Classification) fri_c2_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
0.7201
Per class
F measure
0.7688
Per class
Kappa
0.5291
KB relative information score
1697.0241
Mean absolute error
0.4257
Mean prior absolute error
0.4921
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
0.7687
Per class
Predictive accuracy
0.7694
Prior entropy
0.9886
Recall
0.7694
Per class
Relative absolute error
0.865
Root mean prior squared error
0.496
Root mean squared error
0.4563
Root relative squared error
0.9199
SciMark benchmark
915.6729
UserCPU time millis
210
UserCPU time millis training
210