Run
441239

Run 441239

Task 93 (Learning Curve) postoperative-patient-data Uploaded 16-05-2015 by Joaquin Vanschoren
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Flow

weka.LADTree(4)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(4)_B10

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
0.469 ± 0.1959
Per class
F measure
0.5923 ± 0.1385
Per class
Kappa
-0.026 ± 0.2477
KB relative information score
-0.0447 ± 0.2223
Mean absolute error
0.2876 ± 0.0629
Mean prior absolute error
0.2871 ± 0.0196
Number of instances
900
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.562 ± 0.1691
Per class
Predictive accuracy
0.6456 ± 0.1309
Prior entropy
0.983 ± 0.181
Recall
0.6456 ± 0.1309
Per class
Relative absolute error
1.002 ± 0.204
Root mean prior squared error
0.3755 ± 0.0263
Root mean squared error
0.4348 ± 0.0704
Root relative squared error
1.1579 ± 0.1768
SciMark benchmark
921.1883
UserCPU time millis
10
UserCPU time millis training
10