Run
531549

Run 531549

Task 3496 (Supervised Classification) SPECTF Uploaded 04-03-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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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
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6336
Cross-validation details (10-fold Crossvalidation)
KB relative information score
192.6249
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1657
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8453
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.8453
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4177
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3892
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8744
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.8887
UserCPU time millis
15.6001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
15.6001
Cross-validation details (10-fold Crossvalidation)