DEVELOPMENT... OpenML
Run
194456

Run 194456

Task 3698 (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
0.8113
Per class
Kappa
0.5493
KB relative information score
3523.6182
Mean absolute error
0.2469
Mean prior absolute error
0.4281
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8123
Per class
Predictive accuracy
0.8173
Prior entropy
0.8937
Recall
0.8173
Per class
Relative absolute error
0.5767
Root mean prior squared error
0.4627
Root mean squared error
0.3519
Root relative squared error
0.7605
SciMark benchmark
934.6432
UserCPU time millis
3440
UserCPU time millis testing
10
UserCPU time millis training
3430