Run
437691

Run 437691

Task 7536 (Learning Curve) monks-problems-3 Uploaded 13-05-2015 by Joaquin Vanschoren
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K1
weka.IBk(4)_W0
weka.IBk(4)_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
0.9734 ± 0.0239
Per class
F measure
0.9693 ± 0.0209
Per class
Kappa
0.9386 ± 0.0417
KB relative information score
0.759 ± 0.053
Mean absolute error
0.1405 ± 0.0288
Mean prior absolute error
0.4992 ± 0.0003
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9696 ± 0.0201
Per class
Predictive accuracy
0.9693 ± 0.0209
Prior entropy
0.9989 ± 0.0008
Recall
0.9693 ± 0.0209
Per class
Relative absolute error
0.2813 ± 0.0576
Root mean prior squared error
0.4996 ± 0.0003
Root mean squared error
0.219 ± 0.0412
Root relative squared error
0.4384 ± 0.0823
SciMark benchmark
913.9348
UserCPU time millis
20
UserCPU time millis testing
20