Run
505883

Run 505883

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 15-01-2016 by Casey Davis
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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
0.7394
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.2784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1567
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.6448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.622
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.622
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5024
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9675
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1227.2131
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)