Run
477786

Run 477786

Task 10083 (Learning Curve) pc4 Uploaded 30-11-2015 by Jan van Rijn
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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
0.7479 ± 0.0768
Per class
F measure
0.8784 ± 0.0241
Per class
Kappa
0.4104 ± 0.15
KB relative information score
387.9724 ± 18.7076
Mean absolute error
0.1236 ± 0.0176
Mean prior absolute error
0.2148 ± 0.0021
Number of instances
1458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_36, amd64, Linux, 3.5.0-54-generic]
Precision
0.8747 ± 0.0284
Per class
Predictive accuracy
0.8834 ± 0.0211
Prior entropy
0.5368
Recall
0.8834 ± 0.0211
Per class
Relative absolute error
0.5753 ± 0.0851
Root mean prior squared error
0.3274 ± 0.0032
Root mean squared error
0.3064 ± 0.0222
Root relative squared error
0.9358 ± 0.0718
SciMark benchmark
1658.7981
UserCPU time millis
40
UserCPU time millis training
40