DEVELOPMENT... OpenML
Run
194987

Run 194987

Task 4403 (Supervised Classification) bank32nh 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
0.8897
Per class
F measure
0.812
Per class
Kappa
0.5509
KB relative information score
35271.5789
Mean absolute error
0.2467
Mean prior absolute error
0.4281
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8128
Per class
Predictive accuracy
0.8178
Prior entropy
0.8937
Recall
0.8178
Per class
Relative absolute error
0.5762
Root mean prior squared error
0.4627
Root mean squared error
0.3519
Root relative squared error
0.7606
SciMark benchmark
942.2229
UserCPU time millis
3550
UserCPU time millis testing
20
UserCPU time millis training
3530