Run
504203

Run 504203

Task 10085 (Learning Curve) sick 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
0.9041 ± 0.049
Per class
F measure
0.9551 ± 0.0111
Per class
Kappa
0.5633 ± 0.1211
KB relative information score
1031.2482 ± 35.2804
Mean absolute error
0.051 ± 0.0057
Mean prior absolute error
0.1152 ± 0.0007
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9571 ± 0.0109
Per class
Predictive accuracy
0.9608 ± 0.0081
Prior entropy
0.3333
Recall
0.9608 ± 0.0081
Per class
Relative absolute error
0.4428 ± 0.0496
Root mean prior squared error
0.2398 ± 0.0014
Root mean squared error
0.1723 ± 0.0156
Root relative squared error
0.7188 ± 0.0645
SciMark benchmark
940.4723
UserCPU time millis
5050
UserCPU time millis testing
5050