Run
1811570

Run 1811570

Task 125913 (Learning Curve) Click_prediction_small Uploaded 16-08-2016 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)_K1
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
0.537 ± 0.0076
Per class
F measure
0.7407 ± 0.0053
Per class
Kappa
0.0721 ± 0.0145
KB relative information score
-4903.6866 ± 123.3684
Mean absolute error
0.2589 ± 0.0072
Mean prior absolute error
0.2801 ± 0.0001
Number of instances
39948
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.7401 ± 0.0041
Per class
Predictive accuracy
0.7414 ± 0.0072
Prior entropy
0.6541
Recall
0.7414 ± 0.0072
Per class
Relative absolute error
0.9242 ± 0.0255
Root mean prior squared error
0.3742 ± 0.0001
Root mean squared error
0.5085 ± 0.0071
Root relative squared error
1.3588 ± 0.0188
SciMark benchmark
1294.4389
UserCPU time millis
123730
UserCPU time millis testing
123720
UserCPU time millis training
10