Run
504198

Run 504198

Task 10080 (Learning Curve) pc1 Uploaded 30-12-2015 by Joaquin Vanschoren
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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)_K5
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
0.7869 ± 0.1158
Per class
F measure
0.9136 ± 0.0134
Per class
Kappa
0.2379 ± 0.1181
KB relative information score
-287.0316 ± 14.4819
Mean absolute error
0.0929 ± 0.0084
Mean prior absolute error
0.1299 ± 0.0037
Number of instances
1109
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.9075 ± 0.0213
Per class
Predictive accuracy
0.927 ± 0.0149
Prior entropy
0.3667
Recall
0.927 ± 0.0149
Per class
Relative absolute error
0.7151 ± 0.0601
Root mean prior squared error
0.2542 ± 0.0073
Root mean squared error
0.2392 ± 0.0202
Root relative squared error
0.9409 ± 0.0826
SciMark benchmark
1204.6541
UserCPU time millis
370
UserCPU time millis testing
370