Run
54986

Run 54986

Task 1727 (Learning Curve) optdigits Uploaded 10-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.RandomTree(2)Weka implementation of RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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.

21 Evaluation measures

Area under ROC curve
0.9284 ± 0.0107
Per class
Build CPU time
0.0103
Build memory
909853838.0571
F measure
0.8711 ± 0.0194
Per class
Kappa
0.8569 ± 0.0213
KB relative information score
0.8653 ± 0.02
Mean absolute error
0.0258 ± 0.0038
Mean prior absolute error
0.18 ± 0
Number of instances
5620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8714 ± 0.0196
Per class
Predictive accuracy
0.8712 ± 0.0192
Prior entropy
3.3218 ± 0.0001
Recall
0.8712 ± 0.0192
Per class
Relative absolute error
0.1431 ± 0.0213
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.1605 ± 0.012
Root relative squared error
0.5351 ± 0.0399
SciMark benchmark
1606.2579