Run
437604

Run 437604

Task 7536 (Learning Curve) monks-problems-3 Uploaded 13-05-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.98 ± 0.0183
Per class
F measure
0.9801 ± 0.018
Per class
Kappa
0.9602 ± 0.0362
KB relative information score
0.9602 ± 0.0361
Mean absolute error
0.0199 ± 0.018
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
0.9801 ± 0.0179
Per class
Predictive accuracy
0.9801 ± 0.018
Prior entropy
0.9989 ± 0.0008
Recall
0.9801 ± 0.018
Per class
Relative absolute error
0.0398 ± 0.0361
Root mean prior squared error
0.4996 ± 0.0003
Root mean squared error
0.1409 ± 0.0859
Root relative squared error
0.282 ± 0.172
SciMark benchmark
913.9348
UserCPU time millis
10
UserCPU time millis training
10