DEVELOPMENT... OpenML
Run
181329

Run 181329

Task 4548 (Supervised Classification) optdigits 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
0.8359
Per class
F measure
0.9607
Per class
Kappa
0.7709
KB relative information score
41254.2857
Mean absolute error
0.0365
Mean prior absolute error
0.183
Number of instances
56200
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9631
Per class
Predictive accuracy
0.9635
Prior entropy
0.4751
Recall
0.9635
Per class
Relative absolute error
0.1995
Root mean prior squared error
0.3024
Root mean squared error
0.191
Root relative squared error
0.6318
SciMark benchmark
1310.3951
UserCPU time millis
40590
UserCPU time millis testing
19660
UserCPU time millis training
20930