Run
503723

Run 503723

Task 10048 (Learning Curve) cal_housing Uploaded 29-12-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(6)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.DecisionTable_BestFirst(6)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(6)_X1

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
0.9261 ± 0.0073
Per class
F measure
0.8495 ± 0.0097
Per class
Kappa
0.6856 ± 0.0202
KB relative information score
11261.1223 ± 25.5482
Mean absolute error
0.2326 ± 0.0056
Mean prior absolute error
0.4824 ± 0
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8537 ± 0.0087
Per class
Predictive accuracy
0.8518 ± 0.0091
Prior entropy
0.9745
Recall
0.8518 ± 0.0091
Per class
Relative absolute error
0.4822 ± 0.0117
Root mean prior squared error
0.4911 ± 0
Root mean squared error
0.3258 ± 0.007
Root relative squared error
0.6634 ± 0.0142
SciMark benchmark
940.4723
UserCPU time millis
2330
UserCPU time millis testing
40
UserCPU time millis training
2290