Run
533446

Run 533446

Task 3888 (Supervised Classification) grub-damage Uploaded 05-03-2016 by Martijn Post
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.25
weka.J48(33)_M2

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
0.7595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7507
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.404
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.7915
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4332
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.7593
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9027
Cross-validation details (10-fold Crossvalidation)
Recall
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.425
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.914
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1806.5905