DEVELOPMENT... OpenML
Run
181234

Run 181234

Task 4531 (Supervised Classification) heart-h Uploaded 25-02-2015 by Felicia West
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
0.7739
Per class
F measure
0.791
Per class
Kappa
0.547
KB relative information score
1559.4448
Mean absolute error
0.2092
Mean prior absolute error
0.4614
Number of instances
2940
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7911
Per class
Predictive accuracy
0.7908
Prior entropy
0.9439
Recall
0.7908
Per class
Relative absolute error
0.4534
Root mean prior squared error
0.4802
Root mean squared error
0.4574
Root relative squared error
0.9525
SciMark benchmark
1336.2976
UserCPU time millis
10
UserCPU time millis testing
10