Run
157539

Run 157539

Task 1764 (Learning Curve) electricity Uploaded 12-02-2015 by Jan van Rijn
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  • study_2 study_37 weka weka_3.7.12
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Flow

weka.LADTree(3)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(3)_B10

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
0.8645 ± 0.0057
Per class
F measure
0.7961 ± 0.0044
Per class
Kappa
0.5815 ± 0.0093
KB relative information score
0.4033 ± 0.0058
Mean absolute error
0.3072 ± 0.0025
Mean prior absolute error
0.4886 ± 0
Number of instances
45312
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.796 ± 0.0044
Per class
Predictive accuracy
0.7968 ± 0.0043
Prior entropy
0.9835 ± 0
Recall
0.7968 ± 0.0043
Per class
Relative absolute error
0.6287 ± 0.005
Root mean prior squared error
0.4943 ± 0
Root mean squared error
0.383 ± 0.0037
Root relative squared error
0.7749 ± 0.0074
SciMark benchmark
646.4525
UserCPU time millis
12180
UserCPU time millis testing
50
UserCPU time millis training
12130