Run
437602

Run 437602

Task 7532 (Learning Curve) monks-problems-1 Uploaded 13-05-2015 by Joaquin Vanschoren
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Flow

weka.NNge(3)Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
weka.NNge(3)_G5
weka.NNge(3)_I5

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
0.9838 ± 0.0311
Per class
F measure
0.9838 ± 0.031
Per class
Kappa
0.9676 ± 0.062
KB relative information score
0.9676 ± 0.062
Mean absolute error
0.0162 ± 0.031
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9838 ± 0.0302
Per class
Predictive accuracy
0.9838 ± 0.031
Prior entropy
1
Recall
0.9838 ± 0.031
Per class
Relative absolute error
0.0324 ± 0.062
Root mean prior squared error
0.5
Root mean squared error
0.1272 ± 0.1142
Root relative squared error
0.2545 ± 0.2284
SciMark benchmark
913.9348
UserCPU time millis
10
UserCPU time millis training
10