Run
504176

Run 504176

Task 10054 (Learning Curve) jm1 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
0.6805 ± 0.0252
Per class
F measure
0.773 ± 0.0083
Per class
Kappa
0.2131 ± 0.0286
KB relative information score
564.1103 ± 42.0448
Mean absolute error
0.2559 ± 0.0075
Mean prior absolute error
0.3121 ± 0.0003
Number of instances
10885
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7645 ± 0.0104
Per class
Predictive accuracy
0.7992 ± 0.0086
Prior entropy
0.7088
Recall
0.7992 ± 0.0086
Per class
Relative absolute error
0.8198 ± 0.0244
Root mean prior squared error
0.395 ± 0.0003
Root mean squared error
0.3942 ± 0.008
Root relative squared error
0.9979 ± 0.0209
SciMark benchmark
945.1219
UserCPU time millis
15050
UserCPU time millis testing
15050