Run
503294

Run 503294

Task 10056 (Learning Curve) kdd_internet_usage Uploaded 28-12-2015 by Jan van Rijn
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K10
weka.IBk(7)_W0
weka.IBk(7)_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
0.9187 ± 0.0077
Per class
F measure
0.8504 ± 0.013
Per class
Kappa
0.6036 ± 0.0359
KB relative information score
4703.1876 ± 10.9294
Mean absolute error
0.2132 ± 0.0041
Mean prior absolute error
0.3929 ± 0.0002
Number of instances
10108
Per class
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.13.0-71-generic]
Precision
0.8579 ± 0.0122
Per class
Predictive accuracy
0.8594 ± 0.0113
Prior entropy
0.8395
Recall
0.8594 ± 0.0113
Per class
Relative absolute error
0.5425 ± 0.0103
Root mean prior squared error
0.4432 ± 0.0002
Root mean squared error
0.3169 ± 0.0058
Root relative squared error
0.7151 ± 0.0131
SciMark benchmark
1844.2951
UserCPU time millis
64180
UserCPU time millis testing
64180