Run
1812542

Run 1812542

Task 125889 (Learning Curve) wall-robot-navigation Uploaded 17-08-2016 by Jan van Rijn
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K10
weka.IBk(7)_W0
weka.IBk(7)_Atrue

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
0.9552 ± 0.0061
Per class
F measure
0.8366 ± 0.0132
Per class
Kappa
0.7523 ± 0.0201
KB relative information score
4010.2465 ± 4.8882
Mean absolute error
0.1113 ± 0.0037
Mean prior absolute error
0.3312 ± 0.0001
Number of instances
5456
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8372 ± 0.0134
Per class
Predictive accuracy
0.8369 ± 0.0131
Prior entropy
1.7151
Recall
0.8369 ± 0.0131
Per class
Relative absolute error
0.3361 ± 0.0111
Root mean prior squared error
0.4069 ± 0.0002
Root mean squared error
0.238 ± 0.0069
Root relative squared error
0.5848 ± 0.0169
SciMark benchmark
1558.671
UserCPU time millis
4500
UserCPU time millis testing
4500