Run
154318

Run 154318

Task 2094 (Learning Curve) adult Uploaded 10-02-2015 by Jan van Rijn
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  • study_2 study_37 weka weka_3.7.12
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Flow

weka.SimpleCart(3)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(3)_M2.0
weka.SimpleCart(3)_N5
weka.SimpleCart(3)_C1.0
weka.SimpleCart(3)_S1

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
0.8791 ± 0.0106
Per class
F measure
0.8465 ± 0.0056
Per class
Kappa
0.5647 ± 0.0169
KB relative information score
0.4068 ± 0.0164
Mean absolute error
0.2101 ± 0.0066
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8458 ± 0.0057
Per class
Predictive accuracy
0.8525 ± 0.0052
Prior entropy
0.7938 ± 0.0002
Recall
0.8525 ± 0.0052
Per class
Relative absolute error
0.5771 ± 0.0182
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.327 ± 0.0053
Root relative squared error
0.7664 ± 0.0124
SciMark benchmark
639.2945
UserCPU time millis
218270
UserCPU time millis testing
110
UserCPU time millis training
218160