Run
25563

Run 25563

Task 70 (Learning Curve) balance-scale Uploaded 19-08-2014 by Jan van Rijn
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Flow

weka.IBk(2)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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
0.9278 ± 0.0132
Per class
Build CPU time
0.0001
Build memory
8199198763.38
F measure
0.8454 ± 0.0224
Per class
Kappa
0.759 ± 0.0511
KB relative information score
0.5732 ± 0.042
Mean absolute error
0.1442 ± 0.0185
Mean prior absolute error
0.3798 ± 0.0012
Number of instances
6250
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.8281 ± 0.0194
Per class
Predictive accuracy
0.8674 ± 0.0297
Prior entropy
1.3181 ± 0.0119
Recall
0.8674 ± 0.0297
Per class
Relative absolute error
0.3796 ± 0.0486
Root mean prior squared error
0.4356 ± 0.0014
Root mean squared error
0.2784 ± 0.0159
Root relative squared error
0.6391 ± 0.0362
SciMark benchmark
1120.0905[669.317220163237943.1986291311799527.6372376965762967.6780704870552492.621347041404]